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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_regression_trees1.wasp
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationTue, 21 Dec 2010 19:59:56 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/21/t129296150385znwhrk89h7zs7.htm/, Retrieved Wed, 15 May 2024 03:11:25 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=113916, Retrieved Wed, 15 May 2024 03:11:25 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact105

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Recursive Partitioning (Regression Trees)] [] [2010-12-05 18:59:57] [b98453cac15ba1066b407e146608df68]
F   PD  [Recursive Partitioning (Regression Trees)] [] [2010-12-14 14:48:39] [de55ccbf69577500a5f46ed42a101114]
-   PD      [Recursive Partitioning (Regression Trees)] [] [2010-12-21 19:59:56] [6b31f806e9ccc1f74a26091056f791cb] [Current]
- RMPD        [Recursive Partitioning (Regression Trees)] [] [2010-12-22 14:01:34] [de55ccbf69577500a5f46ed42a101114]
-   PD        [Recursive Partitioning (Regression Trees)] [] [2010-12-22 16:47:45] [de55ccbf69577500a5f46ed42a101114]
-               [Recursive Partitioning (Regression Trees)] [] [2010-12-22 16:51:58] [de55ccbf69577500a5f46ed42a101114]
-   PD            [Recursive Partitioning (Regression Trees)] [] [2010-12-25 12:54:19] [de55ccbf69577500a5f46ed42a101114]
-   PD            [Recursive Partitioning (Regression Trees)] [] [2010-12-25 12:58:37] [de55ccbf69577500a5f46ed42a101114]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
8	350	165	3693	11.5
8	318	150	3436	11
8	302	140	3449	10.5
8	429	198	4341	10
8	440	215	4312	8.5
8	455	225	4425	10
8	383	170	3563	10
8	340	160	3609	8
8	455	225	3086	10
4	113	95	2372	15
6	199	97	2774	15.5
4	97	46	1835	20.5
4	110	87	2672	17.5
4	104	95	2375	17.5
4	121	113	2234	12.5
8	360	215	4615	14
8	307	200	4376	15
8	304	193	4732	18.5
4	97	88	2130	14.5
4	113	95	2228	14
6	250	100	3329	15.5
6	232	100	3288	15.5
8	350	165	4209	12
8	318	150	4096	13
8	400	170	4746	12
8	400	175	5140	12
4	140	72	2408	19
6	250	100	3282	15
4	122	86	2220	14
4	116	90	2123	14
4	88	76	2065	14.5
4	71	65	1773	19
4	97	60	1834	19
4	91	70	1955	20.5
4	97,5	80	2126	17
4	122	86	2226	16.5
8	350	165	4274	12
8	318	150	4135	13.5
8	351	153	4129	13
8	429	208	4633	11
8	350	155	4502	13.5
8	400	190	4422	12.5
3	70	97	2330	13.5
8	307	130	4098	14
8	302	140	4294	16
4	121	112	2933	14.5
4	121	76	2511	18
4	122	86	2395	16
4	120	97	2506	14.5
4	98	80	2164	15
8	350	175	4100	13
8	304	150	3672	11.5
8	302	137	4042	14.5
8	318	150	3777	12.5
8	400	150	4464	12
8	351	158	4363	13
8	440	215	4735	11
8	455	225	4951	11
6	225	105	3121	16.5
6	250	100	3278	18
6	250	88	3021	16.5
6	198	95	2904	16
8	400	150	4997	14
8	350	180	4499	12.5
6	232	100	2789	15
4	140	72	2401	19.5
4	108	94	2379	16.5
4	122	85	2310	18.5
6	155	107	2472	14
8	350	145	4082	13
8	400	230	4278	9.5
4	116	75	2158	15.5
4	114	91	2582	14
8	318	150	3399	11
4	121	110	2660	14
8	350	180	3664	11
6	198	95	3102	16.5
6	232	100	2901	16
4	122	80	2451	16.5
4	71	65	1836	21
6	250	100	3781	17
6	258	110	3632	18
8	302	140	4141	14
8	350	150	4699	14.5
8	302	140	4638	16
8	304	150	4257	15.5
4	79	67	1963	15.5
4	97	78	2300	14.5
4	83	61	2003	19
4	90	75	2125	14.5
4	116	75	2246	14
4	120	97	2489	15
4	79	67	2000	16
6	225	95	3264	16
6	250	72	3158	19.5
8	400	170	4668	11.5
8	350	145	4440	14
8	351	148	4657	13.5
6	231	110	3907	21
6	258	110	3730	19
6	225	95	3785	19
8	262	110	3221	13.5
8	302	129	3169	12
4	140	83	2639	17
6	232	100	2914	16
4	134	96	2702	13.5
4	90	71	2223	16.5
6	171	97	2984	14.5
4	115	95	2694	15
4	120	88	2957	17
4	121	115	2671	13.5
4	91	53	1795	17.5
4	116	81	2220	16.9
4	140	92	2572	14.9
4	101	83	2202	15.3
8	305	140	4215	13
8	304	120	3962	13.9
8	351	152	4215	12.8
6	250	105	3353	14.5
6	200	81	3012	17.6
4	85	52	2035	22.2
4	98	60	2164	22.1
6	225	100	3651	17.7
6	250	110	3645	16.2
6	258	95	3193	17.8
4	85	70	1990	17
4	97	75	2155	16.4
4	130	102	3150	15.7
8	318	150	3940	13.2
6	168	120	3820	16.7
8	350	180	4380	12.1
8	302	130	3870	15
8	318	150	3755	14
4	111	80	2155	14.8
4	79	58	1825	18.6
4	85	70	1945	16.8
8	305	145	3880	12.5
8	318	145	4140	13.7
6	231	105	3425	16.9
6	225	100	3630	17.7
8	400	180	4220	11.1
8	350	170	4165	11.4
8	351	149	4335	14.5
4	97	78	1940	14.5
4	97	75	2265	18.2
4	140	89	2755	15.8
4	98	83	2075	15.9
4	97	67	1985	16.4
6	146	97	2815	14.5
4	121	110	2600	12.8
4	90	48	1985	21.5
4	98	66	1800	14.4
4	85	70	2070	18.6
8	318	140	3735	13.2
8	302	139	3570	12.8
6	200	95	3155	18.2
6	200	85	2965	15.8
6	225	100	3430	17.2
6	232	90	3210	17.2
6	200	85	3070	16.7
6	225	110	3620	18.7
8	305	145	3425	13.2
6	231	165	3445	13.4
8	318	140	4080	13.7
4	98	68	2155	16.5
4	119	97	2300	14.7
4	105	75	2230	14.5
4	151	85	2855	17.6
5	131	103	2830	15.9
6	163	125	3140	13.6
6	163	133	3410	15.8
4	89	71	1990	14.9
4	98	68	2135	16.6
6	200	85	2990	18.2
4	140	88	2890	17.3
6	225	110	3360	16.6
8	305	130	3840	15.4
8	351	138	3955	13.2
8	318	135	3830	15.2
8	351	142	4054	14.3
8	267	125	3605	15
4	89	71	1925	14
4	86	65	1975	15.2
4	121	80	2670	15
4	141	71	3190	24.8
8	260	90	3420	22.2
4	105	70	2150	14.9
4	85	65	2020	19.2
4	151	90	2670	16
6	173	115	2595	11.3
4	151	90	2556	13.2
4	98	76	2144	14.7
4	98	70	2120	15.5
4	86	65	2019	16.4
4	140	88	2870	18.1
4	151	90	3003	20.1
4	97	78	2188	15.8
4	134	90	2711	15.5
4	119	92	2434	15
4	108	75	2265	15.2
4	156	105	2800	14.4
4	85	65	2110	19.2
5	121	67	2950	19.9
4	91	67	1850	13.8
4	89	62	1845	15.3
4	122	88	2500	15.1
4	135	84	2490	15.7
4	151	84	2635	16.4
6	173	110	2725	12.6
4	135	84	2385	12.9
4	86	64	1875	16.4
4	81	60	1760	16.1
4	85	65	1975	19.4
4	89	62	2050	17.3
4	105	63	2215	14.9
4	98	65	2045	16.2
4	105	74	2190	14.2
4	119	100	2615	14.8
4	141	80	3230	20.4
6	146	120	2930	13.8
6	231	110	3415	15.8
6	200	88	3060	17.1
6	225	85	3465	16.6
4	112	88	2640	18.6
4	112	88	2395	18
4	135	84	2525	16
4	151	90	2735	18
4	105	74	1980	15.3
4	91	68	1970	17.6
4	105	63	2125	14.7
4	120	88	2160	14.5
4	107	75	2205	14.5
4	91	67	1965	15.7
6	181	110	2945	16.4
6	262	85	3015	17
4	144	96	2665	13.9
4	151	90	2950	17.3
4	140	86	2790	15.6
4	135	84	2295	11.6
4	120	79	2625	18.6
4	72	69	1613	18
4	76	52	1649	17
4	79	58	1755	17
4	81	60	1760	16
4	71	65	1773	19
4	91	53	1795	18
4	91	53	1795	17
4	98	66	1800	14
4	91	60	1800	16
4	97	71	1825	12
4	79	58	1825	19
4	97	60	1834	19
4	97	46	1835	21
4	71	65	1836	21
4	89	62	1845	15
4	91	67	1850	14
4	68	49	1867	20
4	86	64	1875	16
4	98	80	1915	14
4	89	71	1925	14
4	90	70	1937	14
4	90	70	1937	14
4	97	78	1940	15
4	85	70	1945	17
4	97	46	1950	21
4	79	67	1950	19
4	91	70	1955	21
4	79	67	1963	16
4	91	67	1965	15
4	91	67	1965	16
4	89	60	1968	19
4	91	68	1970	18
4	86	65	1975	15
4	85	65	1975	19
4	105	74	1980	15
4	90	48	1985	22
4	97	67	1985	16
4	78	52	1985	19
4	91	68	1985	16
4	89	71	1990	15
4	85	70	1990	17
4	91	67	1995	16
4	79	67	2000	16
4	83	61	2003	19
4	86	65	2019	16
4	85	65	2020	19
4	91	68	2025	18
4	85	52	2035	22
4	98	65	2045	16
4	98	68	2045	19
4	89	62	2050	17
4	98	63	2051	17
4	88	76	2065	15
4	97	67	2065	18
4	85	70	2070	19
4	79	70	2074	20
4	98	83	2075	16
4	90	48	2085	22
4	97	88	2100	17
4	90	75	2108	16
4	86	65	2110	18
4	85	65	2110	19
4	98	70	2120	16
4	116	90	2123	14
3	70	90	2124	14
4	90	75	2125	15
4	105	63	2125	15
4	98	70	2125	17
4	97.5	80	2126	17
4	91	69	2130	15
4	97	52	2130	25
4	97	88	2130	15
4	97	88	2130	15
4	98	68	2135	17
4	98	76	2144	15
4	97	67	2145	18
4	105	70	2150	15
4	111	80	2155	15
4	98	68	2155	17
4	97	75	2155	16
4	116	75	2158	16
4	120	88	2160	15
4	98	80	2164	15
4	98	60	2164	22
4	97	75	2171	16
4	97	78	2188	16
4	96	69	2189	18
4	97	78	2190	14
4	105	74	2190	14
4	105	70	2200	13
4	101	83	2202	15
4	107	75	2205	15
4	107	75	2210	14
4	105	63	2215	15
4	98	83	2219	17
4	122	86	2220	14
4	116	81	2220	17
4	90	71	2223	17
4	122	86	2226	17
4	113	95	2228	14
4	105	75	2230	15
4	121	113	2234	13
4	108	70	2245	17
4	116	75	2246	14
4	97	54	2254	24
4	98	79	2255	18
4	140	90	2264	16
4	98	90	2265	16
4	97	75	2265	18
4	108	75	2265	15
4	113	95	2278	16
4	97	88	2279	19
4	97	92	2288	17
4	107	72	2290	17
4	135	84	2295	12
4	122	96	2300	16
4	97	78	2300	15
4	119	97	2300	15
4	122	85	2310	19
3	70	97	2330	14
4	90	48	2335	24
4	108	75	2350	17
4	135	84	2370	13
4	113	95	2372	15
4	104	95	2375	18
4	108	94	2379	17
4	98	65	2380	21
4	135	84	2385	13
4	108	93	2391	16
4	122	86	2395	16
4	112	88	2395	18
4	140	72	2401	20
4	119	97	2405	15
4	140	72	2408	19
4	140	90	2408	20
3	70	100	2420	13
4	107	90	2430	15
4	119	92	2434	15
4	122	80	2451	17
4	107	86	2464	16
6	155	107	2472	14
4	120	97	2489	15
4	135	84	2490	16
4	122	88	2500	15
4	120	97	2506	15
4	121	76	2511	18
4	134	95	2515	15
4	135	84	2525	16
4	140	75	2542	17
4	120	75	2542	18
4	119	97	2545	17
4	151	90	2556	13
4	134	95	2560	14
4	140	72	2565	14
4	140	92	2572	15
4	112	85	2575	16
4	114	91	2582	14
4	156	92	2585	15
6	200	85	2587	16
4	140	78	2592	19
6	173	115	2595	11
4	121	110	2600	13
4	112	88	2605	20
4	119	100	2615	15
4	156	92	2620	14
4	120	79	2625	19
6	232	100	2634	13
4	151	84	2635	16
4	120	74	2635	18
4	140	83	2639	17
4	112	88	2640	19
6	199	90	2648	15
4	121	110	2660	14
4	144	96	2665	14
4	121	80	2670	15
4	151	90	2670	16
4	121	115	2671	14
4	110	87	2672	18
4	151	90	2678	17
4	115	95	2694	15
6	173	115	2700	13
4	134	96	2702	14
4	134	90	2711	16
4	140	88	2720	15
4	119	82	2720	19
3	80	110	2720	14
6	173	110	2725	13
4	151	90	2735	18
4	151	88	2740	16
4	156	105	2745	17
4	140	89	2755	16
6	199	97	2774	16
6	232	100	2789	15
4	140	86	2790	16
4	121	115	2795	16
4	156	105	2800	14
6	156	122	2807	14
6	146	97	2815	15
5	131	103	2830	16
6	198	95	2833	16
6	232	112	2835	15
4	151	85	2855	18
4	140	92	2865	16
4	121	112	2868	16
4	140	88	2870	18
4	140	88	2890	17
6	168	116	2900	13
6	232	100	2901	16
6	198	95	2904	16
6	168	132	2910	11
6	232	100	2914	16
6	156	108	2930	16
6	146	120	2930	14
4	121	112	2933	15
6	232	100	2945	16
6	181	110	2945	16
4	121	98	2945	15
4	151	90	2950	17
5	121	67	2950	20
4	120	88	2957	17
6	258	110	2962	14
6	200	85	2965	16
4	120	87	2979	20
6	171	97	2984	15
6	200	85	2990	18
4	151	90	3003	20
6	200	81	3012	18
6	262	85	3015	17
6	250	88	3021	17
6	231	110	3039	15
6	200	88	3060	17
6	200	85	3070	17
6	232	90	3085	18
8	455	225	3086	10
6	198	95	3102	17
6	225	105	3121	17
6	250	88	3139	15
6	163	125	3140	14
4	130	102	3150	16
6	200	95	3155	18
6	250	72	3158	20
6	145	76	3160	20
8	302	129	3169	12
4	141	71	3190	25
6	258	95	3193	18
8	302	139	3205	11
6	232	90	3210	17
6	232	90	3211	17
8	262	110	3221	14
4	141	80	3230	20
6	225	100	3233	15
6	231	115	3245	15
4	146	67	3250	22
6	225	95	3264	16
6	232	90	3265	18
4	120	88	3270	22
6	250	100	3278	18
6	250	100	3282	15
6	232	100	3288	16
6	250	88	3302	16
6	250	100	3329	16
6	250	100	3336	17
6	250	105	3353	15
6	225	110	3360	17
8	260	110	3365	16
6	231	105	3380	16
6	225	90	3381	19
8	318	150	3399	11
6	258	120	3410	15
6	163	133	3410	16
6	231	110	3415	16
8	260	90	3420	22
6	231	105	3425	17
8	305	145	3425	13
6	225	100	3430	17
6	250	72	3432	21
8	304	150	3433	12
8	318	150	3436	11
6	225	105	3439	16
6	231	165	3445	13
8	302	140	3449	11
6	250	105	3459	16
6	225	85	3465	17
8	307	130	3504	12
6	250	110	3520	16
6	250	98	3525	19
5	183	77	3530	20
6	231	105	3535	19
8	383	170	3563	10
8	302	139	3570	13
6	250	78	3574	21
8	267	125	3605	15
8	340	160	3609	8
6	225	105	3613	17
6	225	110	3620	19
6	225	100	3630	18
6	258	110	3632	18
6	250	110	3645	16
6	225	100	3651	18
8	350	180	3664	11
8	304	150	3672	12
8	304	150	3672	12
8	350	165	3693	12
8	302	129	3725	13
8	350	105	3725	19
6	258	110	3730	19
8	318	140	3735	13
8	318	150	3755	14
8	400	150	3761	10
8	318	150	3777	13
6	250	100	3781	17
6	225	95	3785	19
6	168	120	3820	17
8	360	175	3821	11
8	318	135	3830	15
8	305	130	3840	15
8	390	190	3850	9
8	302	130	3870	15
8	305	145	3880	13
8	304	150	3892	13
6	250	105	3897	19
8	350	125	3900	17
6	231	110	3907	21
8	318	150	3940	13
8	360	150	3940	13
8	351	138	3955	13
8	304	120	3962	14
8	350	145	3988	13
8	302	137	4042	15
8	351	142	4054	14
8	350	145	4055	12
8	260	110	4060	19
8	318	150	4077	14
8	318	140	4080	14
8	350	145	4082	13
8	318	150	4096	13
8	307	130	4098	14
8	350	175	4100	13
8	351	153	4129	13
8	318	150	4135	14
8	318	145	4140	14
8	302	140	4141	14
8	351	153	4154	14
8	350	170	4165	11
8	318	150	4190	13
8	350	165	4209	12
8	305	140	4215	13
8	351	152	4215	13
8	400	180	4220	11
8	318	150	4237	15
8	304	150	4257	16
8	350	165	4274	12
8	400	230	4278	10
8	302	140	4294	16
8	302	130	4295	15
8	440	215	4312	9
8	400	190	4325	12
8	351	149	4335	15
8	429	198	4341	10
8	454	220	4354	9
8	350	155	4360	15
8	351	158	4363	13
8	307	200	4376	15
8	350	180	4380	12
8	318	210	4382	14
8	400	175	4385	12
8	400	190	4422	13
8	455	225	4425	10
8	350	145	4440	14
8	350	160	4456	14
8	318	150	4457	14
8	400	175	4464	12
8	400	150	4464	12
8	318	150	4498	15
8	350	180	4499	13
8	350	155	4502	14
8	360	215	4615	14
8	429	208	4633	11
8	302	140	4638	16
8	360	170	4654	13
8	351	148	4657	14
8	400	170	4668	12
8	350	150	4699	15
8	304	193	4732	19
8	440	215	4735	11
8	400	170	4746	12
8	400	167	4906	13
8	455	225	4951	11
8	429	198	4952	12
8	383	180	4955	12
8	400	150	4997	14
8	400	175	5140	12

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time20 seconds
R Server'Sir Ronald Aylmer Fisher' @ 193.190.124.24
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 20 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ 193.190.124.24 \tabularnewline
R Framework error message & 
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113916&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]20 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ 193.190.124.24[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113916&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113916&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time20 seconds
R Server'Sir Ronald Aylmer Fisher' @ 193.190.124.24
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.






Goodness of Fit
Correlation0.8469
R-squared0.7173
RMSE1.4455

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.8469 \tabularnewline
R-squared & 0.7173 \tabularnewline
RMSE & 1.4455 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113916&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.8469[/C][/ROW]
[ROW][C]R-squared[/C][C]0.7173[/C][/ROW]
[ROW][C]RMSE[/C][C]1.4455[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113916&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113916&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Goodness of Fit
Correlation0.8469
R-squared0.7173
RMSE1.4455






Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
111.511.260.24
21112.1038461538462-1.10384615384615
310.512.1038461538462-1.60384615384615
4109.940.0600000000000005
58.59.94-1.44
61010.8888888888889-0.88888888888889
7109.940.0600000000000005
8811.26-3.26
9109.940.0600000000000005
101515.5136363636364-0.513636363636364
1115.515.5083333333333-0.00833333333333286
1220.521.4055555555556-0.905555555555555
1317.516.34509803921571.15490196078431
1417.515.51363636363641.98636363636364
1512.513.0846153846154-0.584615384615384
161412.531.47
171515.4142857142857-0.414285714285715
1818.515.41428571428573.08571428571429
1914.516.3450980392157-1.84509803921569
201415.5136363636364-1.51363636363636
2115.515.6821428571429-0.182142857142857
2215.515.6821428571429-0.182142857142857
231211.260.74
241313.7887096774194-0.788709677419355
251212.53-0.529999999999999
261212.53-0.529999999999999
271916.34509803921572.65490196078431
281515.6821428571429-0.682142857142857
291416.3450980392157-2.34509803921569
301415.5136363636364-1.51363636363636
3114.516.3450980392157-1.84509803921569
321916.34509803921572.65490196078431
331917.51666666666671.48333333333333
3420.516.34509803921574.15490196078431
351716.34509803921570.654901960784315
3616.516.34509803921570.154901960784315
371211.260.74
3813.513.7887096774194-0.288709677419355
391313.7887096774194-0.788709677419355
401110.88888888888890.111111111111111
4113.513.7887096774194-0.288709677419355
4212.512.53-0.0299999999999994
4313.514.6733333333333-1.17333333333333
441413.78870967741940.211290322580645
451615.40.6
4614.515.5083333333333-1.00833333333333
471816.34509803921571.65490196078431
481616.3450980392157-0.345098039215685
4914.514.6733333333333-0.173333333333334
501516.3450980392157-1.34509803921569
511311.261.74
5211.512.1038461538462-0.603846153846154
5314.515.4-0.9
5412.512.10384615384620.396153846153846
551213.7887096774194-1.78870967741936
561313.7887096774194-0.788709677419355
571110.88888888888890.111111111111111
581110.88888888888890.111111111111111
5916.515.68214285714290.817857142857143
601815.68214285714292.31785714285714
6116.517.12-0.620000000000001
621615.51363636363640.486363636363636
631413.78870967741940.211290322580645
6412.512.53-0.0299999999999994
651515.5083333333333-0.508333333333333
6619.516.34509803921573.15490196078431
6716.515.51363636363640.986363636363636
6818.516.34509803921572.15490196078431
691413.63076923076920.36923076923077
701313.7887096774194-0.788709677419355
719.59.94-0.440000000000000
7215.516.3450980392157-0.845098039215685
731415.5136363636364-1.51363636363636
741112.1038461538462-1.10384615384615
751413.63076923076920.36923076923077
761111.26-0.26
7716.517.12-0.620000000000001
781615.50833333333330.491666666666667
7916.516.34509803921570.154901960784315
802116.34509803921574.65490196078431
811718.1485714285714-1.14857142857143
821818.1485714285714-0.148571428571429
831415.4-1.4
8414.513.78870967741940.711290322580645
851615.40.6
8615.513.78870967741941.71129032258064
8715.516.3450980392157-0.845098039215685
8814.516.3450980392157-1.84509803921569
891921.4055555555556-2.40555555555556
9014.516.3450980392157-1.84509803921569
911416.3450980392157-2.34509803921569
921514.67333333333330.326666666666666
931616.3450980392157-0.345098039215685
941617.12-1.12
9519.521.0461538461538-1.54615384615385
9611.512.53-1.03
971413.78870967741940.211290322580645
9813.513.7887096774194-0.288709677419355
992118.14857142857142.85142857142857
1001918.14857142857140.85142857142857
1011918.14857142857140.85142857142857
10213.515.6821428571429-2.18214285714286
1031212.1038461538462-0.103846153846154
1041716.34509803921570.654901960784315
1051615.50833333333330.491666666666667
10613.514.6733333333333-1.17333333333333
10716.516.34509803921570.154901960784315
10814.515.6821428571429-1.18214285714286
1091515.5136363636364-0.513636363636364
1101718.8-1.8
11113.513.08461538461540.415384615384616
11217.517.5166666666667-0.0166666666666657
11316.916.34509803921570.554901960784314
11414.915.5136363636364-0.613636363636363
11515.316.3450980392157-1.04509803921568
1161313.7887096774194-0.788709677419355
11713.913.78870967741940.111290322580645
11812.813.7887096774194-0.988709677419354
11914.515.6821428571429-1.18214285714286
12017.617.120.48
12122.221.40555555555560.794444444444444
12222.121.40555555555560.694444444444446
12317.718.1485714285714-0.44857142857143
12416.218.1485714285714-1.94857142857143
12517.817.120.68
1261716.34509803921570.654901960784315
12716.416.34509803921570.0549019607843135
12815.715.68214285714290.0178571428571423
12913.213.7887096774194-0.588709677419356
13016.715.41.3
13112.112.53-0.43
1321515.4-0.4
1331412.10384615384621.89615384615385
13414.816.3450980392157-1.54509803921568
13518.617.51666666666671.08333333333334
13616.816.34509803921570.454901960784316
13712.513.7887096774194-1.28870967741936
13813.713.7887096774194-0.0887096774193559
13916.918.1485714285714-1.24857142857143
14017.718.1485714285714-0.44857142857143
14111.19.941.16
14211.411.260.140000000000001
14314.513.78870967741940.711290322580645
14414.516.3450980392157-1.84509803921569
14518.216.34509803921571.85490196078431
14615.816.3450980392157-0.545098039215684
14715.916.3450980392157-0.445098039215685
14816.416.34509803921570.0549019607843135
14914.515.5083333333333-1.00833333333333
15012.813.6307692307692-0.83076923076923
15121.521.40555555555560.094444444444445
15214.416.3450980392157-1.94509803921568
15318.616.34509803921572.25490196078432
15413.212.10384615384621.09615384615384
15512.812.10384615384620.696153846153846
15618.217.121.08000000000000
15715.817.12-1.32
15817.218.1485714285714-0.94857142857143
15917.217.120.0799999999999983
16016.717.12-0.420000000000002
16118.718.14857142857140.55142857142857
16213.212.10384615384621.09615384615384
16313.415.4142857142857-2.01428571428571
16413.713.7887096774194-0.0887096774193559
16516.516.34509803921570.154901960784315
16614.714.67333333333330.0266666666666655
16714.516.3450980392157-1.84509803921569
16817.616.34509803921571.25490196078432
16915.915.50833333333330.391666666666667
17013.614.925-1.325
17115.814.9250.875
17214.916.3450980392157-1.44509803921568
17316.616.34509803921570.254901960784316
17418.217.121.08000000000000
17517.316.34509803921570.954901960784316
17616.615.68214285714290.917857142857144
17715.413.78870967741941.61129032258065
17813.213.7887096774194-0.588709677419356
17915.213.78870967741941.41129032258064
18014.313.78870967741940.511290322580646
1811514.9250.0749999999999993
1821416.3450980392157-2.34509803921569
18315.216.3450980392157-1.14509803921569
1841516.3450980392157-1.34509803921569
18524.821.04615384615383.75384615384615
18622.218.14857142857144.05142857142857
18714.916.3450980392157-1.44509803921568
18819.216.34509803921572.85490196078431
1891615.51363636363640.486363636363636
19011.313.0846153846154-1.78461538461538
19113.215.5136363636364-2.31363636363636
19214.716.3450980392157-1.64509803921569
19315.516.3450980392157-0.845098039215685
19416.416.34509803921570.0549019607843135
19518.116.34509803921571.75490196078432
19620.118.81.3
19715.816.3450980392157-0.545098039215684
19815.515.5136363636364-0.0136363636363637
1991515.5136363636364-0.513636363636364
20015.216.3450980392157-1.14509803921569
20114.415.5083333333333-1.10833333333333
20219.216.34509803921572.85490196078431
20319.921.0461538461538-1.14615384615385
20413.816.3450980392157-2.54509803921568
20515.316.3450980392157-1.04509803921568
20615.116.3450980392157-1.24509803921569
20715.716.3450980392157-0.645098039215686
20816.416.34509803921570.0549019607843135
20912.613.6307692307692-1.03076923076923
21012.916.3450980392157-3.44509803921568
21116.416.34509803921570.0549019607843135
21216.117.5166666666667-1.41666666666666
21319.416.34509803921573.05490196078431
21417.316.34509803921570.954901960784316
21514.916.3450980392157-1.44509803921568
21616.216.3450980392157-0.145098039215686
21714.216.3450980392157-2.14509803921569
21814.813.63076923076921.16923076923077
21920.421.0461538461538-0.646153846153847
22013.813.08461538461540.715384615384616
22115.815.68214285714290.117857142857144
22217.117.12-0.0199999999999996
22316.618.1485714285714-1.54857142857143
22418.616.34509803921572.25490196078432
2251816.34509803921571.65490196078431
2261616.3450980392157-0.345098039215685
2271815.51363636363642.48636363636364
22815.316.3450980392157-1.04509803921568
22917.616.34509803921571.25490196078432
23014.716.3450980392157-1.64509803921569
23114.516.3450980392157-1.84509803921569
23214.516.3450980392157-1.84509803921569
23315.716.3450980392157-0.645098039215686
23416.415.50833333333330.891666666666666
2351717.12-0.120000000000001
23613.914.6733333333333-0.773333333333333
23717.318.8-1.5
23815.616.3450980392157-0.745098039215685
23911.616.3450980392157-4.74509803921569
24018.616.34509803921572.25490196078432
2411816.34509803921571.65490196078431
2421717.5166666666667-0.516666666666666
2431717.5166666666667-0.516666666666666
2441617.5166666666667-1.51666666666667
2451916.34509803921572.65490196078431
2461817.51666666666670.483333333333334
2471717.5166666666667-0.516666666666666
2481416.3450980392157-2.34509803921569
2491617.5166666666667-1.51666666666667
2501216.3450980392157-4.34509803921569
2511917.51666666666671.48333333333333
2521917.51666666666671.48333333333333
2532121.4055555555556-0.405555555555555
2542116.34509803921574.65490196078431
2551516.3450980392157-1.34509803921569
2561416.3450980392157-2.34509803921569
2572021.4055555555556-1.40555555555556
2581616.3450980392157-0.345098039215685
2591416.3450980392157-2.34509803921569
2601416.3450980392157-2.34509803921569
2611416.3450980392157-2.34509803921569
2621416.3450980392157-2.34509803921569
2631516.3450980392157-1.34509803921569
2641716.34509803921570.654901960784315
2652121.4055555555556-0.405555555555555
2661916.34509803921572.65490196078431
2672116.34509803921574.65490196078431
2681616.3450980392157-0.345098039215685
2691516.3450980392157-1.34509803921569
2701616.3450980392157-0.345098039215685
2711921.4055555555556-2.40555555555556
2721816.34509803921571.65490196078431
2731516.3450980392157-1.34509803921569
2741916.34509803921572.65490196078431
2751516.3450980392157-1.34509803921569
2762221.40555555555560.594444444444445
2771616.3450980392157-0.345098039215685
2781921.4055555555556-2.40555555555556
2791616.3450980392157-0.345098039215685
2801516.3450980392157-1.34509803921569
2811716.34509803921570.654901960784315
2821616.3450980392157-0.345098039215685
2831616.3450980392157-0.345098039215685
2841921.4055555555556-2.40555555555556
2851616.3450980392157-0.345098039215685
2861916.34509803921572.65490196078431
2871816.34509803921571.65490196078431
2882221.40555555555560.594444444444445
2891616.3450980392157-0.345098039215685
2901916.34509803921572.65490196078431
2911716.34509803921570.654901960784315
2921716.34509803921570.654901960784315
2931516.3450980392157-1.34509803921569
2941816.34509803921571.65490196078431
2951916.34509803921572.65490196078431
2962016.34509803921573.65490196078431
2971616.3450980392157-0.345098039215685
2982221.40555555555560.594444444444445
2991716.34509803921570.654901960784315
3001616.3450980392157-0.345098039215685
3011816.34509803921571.65490196078431
3021916.34509803921572.65490196078431
3031616.3450980392157-0.345098039215685
3041415.5136363636364-1.51363636363636
3051415.5136363636364-1.51363636363636
3061516.3450980392157-1.34509803921569
3071516.3450980392157-1.34509803921569
3081716.34509803921570.654901960784315
3091716.34509803921570.654901960784315
3101516.3450980392157-1.34509803921569
3112521.40555555555563.59444444444444
3121516.3450980392157-1.34509803921569
3131516.3450980392157-1.34509803921569
3141716.34509803921570.654901960784315
3151516.3450980392157-1.34509803921569
3161816.34509803921571.65490196078431
3171516.3450980392157-1.34509803921569
3181516.3450980392157-1.34509803921569
3191716.34509803921570.654901960784315
3201616.3450980392157-0.345098039215685
3211616.3450980392157-0.345098039215685
3221516.3450980392157-1.34509803921569
3231516.3450980392157-1.34509803921569
3242221.40555555555560.594444444444445
3251616.3450980392157-0.345098039215685
3261616.3450980392157-0.345098039215685
3271816.34509803921571.65490196078431
3281416.3450980392157-2.34509803921569
3291416.3450980392157-2.34509803921569
3301316.3450980392157-3.34509803921569
3311516.3450980392157-1.34509803921569
3321516.3450980392157-1.34509803921569
3331416.3450980392157-2.34509803921569
3341516.3450980392157-1.34509803921569
3351716.34509803921570.654901960784315
3361416.3450980392157-2.34509803921569
3371716.34509803921570.654901960784315
3381716.34509803921570.654901960784315
3391716.34509803921570.654901960784315
3401415.5136363636364-1.51363636363636
3411516.3450980392157-1.34509803921569
3421313.0846153846154-0.0846153846153843
3431716.34509803921570.654901960784315
3441416.3450980392157-2.34509803921569
3452421.40555555555562.59444444444444
3461816.34509803921571.65490196078431
3471615.51363636363640.486363636363636
3481615.51363636363640.486363636363636
3491816.34509803921571.65490196078431
3501516.3450980392157-1.34509803921569
3511615.51363636363640.486363636363636
3521916.34509803921572.65490196078431
3531715.51363636363641.48636363636364
3541716.34509803921570.654901960784315
3551216.3450980392157-4.34509803921569
3561614.67333333333331.32666666666667
3571516.3450980392157-1.34509803921569
3581514.67333333333330.326666666666666
3591916.34509803921572.65490196078431
3601414.6733333333333-0.673333333333334
3612421.40555555555562.59444444444444
3621716.34509803921570.654901960784315
3631316.3450980392157-3.34509803921569
3641515.5136363636364-0.513636363636364
3651815.51363636363642.48636363636364
3661715.51363636363641.48636363636364
3672116.34509803921574.65490196078431
3681316.3450980392157-3.34509803921569
3691615.51363636363640.486363636363636
3701616.3450980392157-0.345098039215685
3711816.34509803921571.65490196078431
3722016.34509803921573.65490196078431
3731514.67333333333330.326666666666666
3741916.34509803921572.65490196078431
3752015.51363636363644.48636363636364
3761313.6307692307692-0.63076923076923
3771515.5136363636364-0.513636363636364
3781515.5136363636364-0.513636363636364
3791716.34509803921570.654901960784315
3801616.3450980392157-0.345098039215685
3811413.63076923076920.36923076923077
3821514.67333333333330.326666666666666
3831616.3450980392157-0.345098039215685
3841516.3450980392157-1.34509803921569
3851514.67333333333330.326666666666666
3861816.34509803921571.65490196078431
3871515.5136363636364-0.513636363636364
3881616.3450980392157-0.345098039215685
3891716.34509803921570.654901960784315
3901816.34509803921571.65490196078431
3911714.67333333333332.32666666666667
3921315.5136363636364-2.51363636363636
3931415.5136363636364-1.51363636363636
3941416.3450980392157-2.34509803921569
3951515.5136363636364-0.513636363636364
3961616.3450980392157-0.345098039215685
3971415.5136363636364-1.51363636363636
3981515.5136363636364-0.513636363636364
3991616.3450980392157-0.345098039215685
4001916.34509803921572.65490196078431
4011113.0846153846154-2.08461538461538
4021313.6307692307692-0.63076923076923
4032016.34509803921573.65490196078431
4041513.63076923076921.36923076923077
4051415.5136363636364-1.51363636363636
4061916.34509803921572.65490196078431
4071313.6307692307692-0.63076923076923
4081616.3450980392157-0.345098039215685
4091816.34509803921571.65490196078431
4101716.34509803921570.654901960784315
4111916.34509803921572.65490196078431
4121515.5136363636364-0.513636363636364
4131413.63076923076920.36923076923077
4141414.6733333333333-0.673333333333334
4151516.3450980392157-1.34509803921569
4161615.51363636363640.486363636363636
4171413.08461538461540.915384615384616
4181816.34509803921571.65490196078431
4191715.51363636363641.48636363636364
4201515.5136363636364-0.513636363636364
4211313.0846153846154-0.0846153846153843
4221414.6733333333333-0.673333333333334
4231615.51363636363640.486363636363636
4241516.3450980392157-1.34509803921569
4251916.34509803921572.65490196078431
4261413.63076923076920.36923076923077
4271313.6307692307692-0.63076923076923
4281815.51363636363642.48636363636364
4291616.3450980392157-0.345098039215685
4301715.50833333333331.49166666666667
4311616.3450980392157-0.345098039215685
4321615.50833333333330.491666666666667
4331515.5083333333333-0.508333333333333
4341616.3450980392157-0.345098039215685
4351613.08461538461542.91538461538462
4361415.5083333333333-1.50833333333333
4371413.08461538461540.915384615384616
4381515.5083333333333-0.508333333333333
4391615.50833333333330.491666666666667
4401615.51363636363640.486363636363636
4411515.5083333333333-0.508333333333333
4421816.34509803921571.65490196078431
4431615.51363636363640.486363636363636
4441615.50833333333330.491666666666667
4451816.34509803921571.65490196078431
4461716.34509803921570.654901960784315
4471313.0846153846154-0.0846153846153843
4481615.50833333333330.491666666666667
4491615.51363636363640.486363636363636
4501113.0846153846154-2.08461538461538
4511615.50833333333330.491666666666667
4521615.50833333333330.491666666666667
4531413.08461538461540.915384615384616
4541515.5083333333333-0.508333333333333
4551615.50833333333330.491666666666667
4561615.50833333333330.491666666666667
4571515.5083333333333-0.508333333333333
4581718.8-1.8
4592021.0461538461538-1.04615384615385
4601718.8-1.8
4611415.6821428571429-1.68214285714286
4621617.12-1.12
4632018.81.2
4641515.6821428571429-0.682142857142857
4651817.120.879999999999999
4662018.81.2
4671817.120.879999999999999
4681717.12-0.120000000000001
4691717.12-0.120000000000001
4701515.6821428571429-0.682142857142857
4711717.12-0.120000000000001
4721717.12-0.120000000000001
4731817.120.879999999999999
474109.940.0600000000000005
4751717.12-0.120000000000001
4761715.68214285714291.31785714285714
4771517.12-2.12
4781414.925-0.925
4791615.68214285714290.317857142857143
4801817.120.879999999999999
4812021.0461538461538-1.04615384615385
4822021.0461538461538-1.04615384615385
4831212.1038461538462-0.103846153846154
4842521.04615384615383.95384615384615
4851817.120.879999999999999
4861112.1038461538462-1.10384615384615
4871717.12-0.120000000000001
4881717.12-0.120000000000001
4891415.6821428571429-1.68214285714286
4902021.0461538461538-1.04615384615385
4911515.6821428571429-0.682142857142857
4921514.9250.0749999999999993
4932221.04615384615380.953846153846154
4941617.12-1.12
4951817.120.879999999999999
4962218.83.2
4971815.68214285714292.31785714285714
4981515.6821428571429-0.682142857142857
4991615.68214285714290.317857142857143
5001617.12-1.12
5011615.68214285714290.317857142857143
5021715.68214285714291.31785714285714
5031515.6821428571429-0.682142857142857
5041715.68214285714291.31785714285714
5051615.68214285714290.317857142857143
5061615.68214285714290.317857142857143
5071917.121.88
5081112.1038461538462-1.10384615384615
5091514.9250.0749999999999993
5101614.9251.075
5111615.68214285714290.317857142857143
5122218.14857142857143.85142857142857
5131718.1485714285714-1.14857142857143
5141312.10384615384620.896153846153846
5151718.1485714285714-1.14857142857143
5162121.0461538461538-0.046153846153846
5171212.1038461538462-0.103846153846154
5181112.1038461538462-1.10384615384615
5191618.1485714285714-2.14857142857143
5201315.4142857142857-2.41428571428571
5211112.1038461538462-1.10384615384615
5221618.1485714285714-2.14857142857143
5231718.1485714285714-1.14857142857143
5241212.1038461538462-0.103846153846154
5251618.1485714285714-2.14857142857143
5261918.14857142857140.85142857142857
5272021.0461538461538-1.04615384615385
5281918.14857142857140.85142857142857
529109.940.0600000000000005
5301312.10384615384620.896153846153846
5312121.0461538461538-0.046153846153846
5321514.9250.0749999999999993
533811.26-3.26
5341718.1485714285714-1.14857142857143
5351918.14857142857140.85142857142857
5361818.1485714285714-0.148571428571429
5371818.1485714285714-0.148571428571429
5381618.1485714285714-2.14857142857143
5391818.1485714285714-0.148571428571429
5401111.26-0.26
5411212.1038461538462-0.103846153846154
5421212.1038461538462-0.103846153846154
5431211.260.74
5441312.10384615384620.896153846153846
5451918.14857142857140.85142857142857
5461918.14857142857140.85142857142857
5471312.10384615384620.896153846153846
5481412.10384615384621.89615384615385
5491012.1038461538462-2.10384615384615
5501312.10384615384620.896153846153846
5511718.1485714285714-1.14857142857143
5521918.14857142857140.85142857142857
5531715.41.6
5541111.26-0.26
5551513.78870967741941.21129032258064
5561513.78870967741941.21129032258064
55799.94-0.94
5581515.4-0.4
5591313.7887096774194-0.788709677419355
5601313.7887096774194-0.788709677419355
5611918.14857142857140.85142857142857
5621713.78870967741943.21129032258064
5632118.14857142857142.85142857142857
5641313.7887096774194-0.788709677419355
5651313.7887096774194-0.788709677419355
5661313.7887096774194-0.788709677419355
5671413.78870967741940.211290322580645
5681313.7887096774194-0.788709677419355
5691515.4-0.4
5701413.78870967741940.211290322580645
5711213.7887096774194-1.78870967741936
5721918.14857142857140.85142857142857
5731413.78870967741940.211290322580645
5741413.78870967741940.211290322580645
5751313.7887096774194-0.788709677419355
5761313.7887096774194-0.788709677419355
5771413.78870967741940.211290322580645
5781311.261.74
5791313.7887096774194-0.788709677419355
5801413.78870967741940.211290322580645
5811413.78870967741940.211290322580645
5821415.4-1.4
5831413.78870967741940.211290322580645
5841111.26-0.26
5851313.7887096774194-0.788709677419355
5861211.260.74
5871313.7887096774194-0.788709677419355
5881313.7887096774194-0.788709677419355
589119.941.06
5901513.78870967741941.21129032258064
5911613.78870967741942.21129032258064
5921211.260.74
593109.940.0600000000000005
5941615.40.6
5951515.4-0.4
59699.94-0.94
597129.942.06
5981513.78870967741941.21129032258064
599109.940.0600000000000005
60099.94-0.94
6011513.78870967741941.21129032258064
6021313.7887096774194-0.788709677419355
6031515.4142857142857-0.414285714285715
6041212.53-0.529999999999999
6051415.4142857142857-1.41428571428571
6061212.53-0.529999999999999
6071312.530.470000000000001
6081010.8888888888889-0.88888888888889
6091413.78870967741940.211290322580645
6101412.531.47
6111413.78870967741940.211290322580645
6121212.53-0.529999999999999
6131213.7887096774194-1.78870967741936
6141513.78870967741941.21129032258064
6151312.530.470000000000001
6161413.78870967741940.211290322580645
6171412.531.47
6181110.88888888888890.111111111111111
6191615.40.6
6201312.530.470000000000001
6211413.78870967741940.211290322580645
6221212.53-0.529999999999999
6231513.78870967741941.21129032258064
6241915.41428571428573.58571428571429
6251110.88888888888890.111111111111111
6261212.53-0.529999999999999
6271312.530.470000000000001
6281110.88888888888890.111111111111111
6291210.88888888888891.11111111111111
6301212.53-0.529999999999999
6311413.78870967741940.211290322580645
6321212.53-0.529999999999999

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 11.5 & 11.26 & 0.24 \tabularnewline
2 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
3 & 10.5 & 12.1038461538462 & -1.60384615384615 \tabularnewline
4 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
5 & 8.5 & 9.94 & -1.44 \tabularnewline
6 & 10 & 10.8888888888889 & -0.88888888888889 \tabularnewline
7 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
8 & 8 & 11.26 & -3.26 \tabularnewline
9 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
10 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
11 & 15.5 & 15.5083333333333 & -0.00833333333333286 \tabularnewline
12 & 20.5 & 21.4055555555556 & -0.905555555555555 \tabularnewline
13 & 17.5 & 16.3450980392157 & 1.15490196078431 \tabularnewline
14 & 17.5 & 15.5136363636364 & 1.98636363636364 \tabularnewline
15 & 12.5 & 13.0846153846154 & -0.584615384615384 \tabularnewline
16 & 14 & 12.53 & 1.47 \tabularnewline
17 & 15 & 15.4142857142857 & -0.414285714285715 \tabularnewline
18 & 18.5 & 15.4142857142857 & 3.08571428571429 \tabularnewline
19 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
20 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
21 & 15.5 & 15.6821428571429 & -0.182142857142857 \tabularnewline
22 & 15.5 & 15.6821428571429 & -0.182142857142857 \tabularnewline
23 & 12 & 11.26 & 0.74 \tabularnewline
24 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
25 & 12 & 12.53 & -0.529999999999999 \tabularnewline
26 & 12 & 12.53 & -0.529999999999999 \tabularnewline
27 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
28 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
29 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
30 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
31 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
32 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
33 & 19 & 17.5166666666667 & 1.48333333333333 \tabularnewline
34 & 20.5 & 16.3450980392157 & 4.15490196078431 \tabularnewline
35 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
36 & 16.5 & 16.3450980392157 & 0.154901960784315 \tabularnewline
37 & 12 & 11.26 & 0.74 \tabularnewline
38 & 13.5 & 13.7887096774194 & -0.288709677419355 \tabularnewline
39 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
40 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
41 & 13.5 & 13.7887096774194 & -0.288709677419355 \tabularnewline
42 & 12.5 & 12.53 & -0.0299999999999994 \tabularnewline
43 & 13.5 & 14.6733333333333 & -1.17333333333333 \tabularnewline
44 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
45 & 16 & 15.4 & 0.6 \tabularnewline
46 & 14.5 & 15.5083333333333 & -1.00833333333333 \tabularnewline
47 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
48 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
49 & 14.5 & 14.6733333333333 & -0.173333333333334 \tabularnewline
50 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
51 & 13 & 11.26 & 1.74 \tabularnewline
52 & 11.5 & 12.1038461538462 & -0.603846153846154 \tabularnewline
53 & 14.5 & 15.4 & -0.9 \tabularnewline
54 & 12.5 & 12.1038461538462 & 0.396153846153846 \tabularnewline
55 & 12 & 13.7887096774194 & -1.78870967741936 \tabularnewline
56 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
57 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
58 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
59 & 16.5 & 15.6821428571429 & 0.817857142857143 \tabularnewline
60 & 18 & 15.6821428571429 & 2.31785714285714 \tabularnewline
61 & 16.5 & 17.12 & -0.620000000000001 \tabularnewline
62 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
63 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
64 & 12.5 & 12.53 & -0.0299999999999994 \tabularnewline
65 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
66 & 19.5 & 16.3450980392157 & 3.15490196078431 \tabularnewline
67 & 16.5 & 15.5136363636364 & 0.986363636363636 \tabularnewline
68 & 18.5 & 16.3450980392157 & 2.15490196078431 \tabularnewline
69 & 14 & 13.6307692307692 & 0.36923076923077 \tabularnewline
70 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
71 & 9.5 & 9.94 & -0.440000000000000 \tabularnewline
72 & 15.5 & 16.3450980392157 & -0.845098039215685 \tabularnewline
73 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
74 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
75 & 14 & 13.6307692307692 & 0.36923076923077 \tabularnewline
76 & 11 & 11.26 & -0.26 \tabularnewline
77 & 16.5 & 17.12 & -0.620000000000001 \tabularnewline
78 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
79 & 16.5 & 16.3450980392157 & 0.154901960784315 \tabularnewline
80 & 21 & 16.3450980392157 & 4.65490196078431 \tabularnewline
81 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
82 & 18 & 18.1485714285714 & -0.148571428571429 \tabularnewline
83 & 14 & 15.4 & -1.4 \tabularnewline
84 & 14.5 & 13.7887096774194 & 0.711290322580645 \tabularnewline
85 & 16 & 15.4 & 0.6 \tabularnewline
86 & 15.5 & 13.7887096774194 & 1.71129032258064 \tabularnewline
87 & 15.5 & 16.3450980392157 & -0.845098039215685 \tabularnewline
88 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
89 & 19 & 21.4055555555556 & -2.40555555555556 \tabularnewline
90 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
91 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
92 & 15 & 14.6733333333333 & 0.326666666666666 \tabularnewline
93 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
94 & 16 & 17.12 & -1.12 \tabularnewline
95 & 19.5 & 21.0461538461538 & -1.54615384615385 \tabularnewline
96 & 11.5 & 12.53 & -1.03 \tabularnewline
97 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
98 & 13.5 & 13.7887096774194 & -0.288709677419355 \tabularnewline
99 & 21 & 18.1485714285714 & 2.85142857142857 \tabularnewline
100 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
101 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
102 & 13.5 & 15.6821428571429 & -2.18214285714286 \tabularnewline
103 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
104 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
105 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
106 & 13.5 & 14.6733333333333 & -1.17333333333333 \tabularnewline
107 & 16.5 & 16.3450980392157 & 0.154901960784315 \tabularnewline
108 & 14.5 & 15.6821428571429 & -1.18214285714286 \tabularnewline
109 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
110 & 17 & 18.8 & -1.8 \tabularnewline
111 & 13.5 & 13.0846153846154 & 0.415384615384616 \tabularnewline
112 & 17.5 & 17.5166666666667 & -0.0166666666666657 \tabularnewline
113 & 16.9 & 16.3450980392157 & 0.554901960784314 \tabularnewline
114 & 14.9 & 15.5136363636364 & -0.613636363636363 \tabularnewline
115 & 15.3 & 16.3450980392157 & -1.04509803921568 \tabularnewline
116 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
117 & 13.9 & 13.7887096774194 & 0.111290322580645 \tabularnewline
118 & 12.8 & 13.7887096774194 & -0.988709677419354 \tabularnewline
119 & 14.5 & 15.6821428571429 & -1.18214285714286 \tabularnewline
120 & 17.6 & 17.12 & 0.48 \tabularnewline
121 & 22.2 & 21.4055555555556 & 0.794444444444444 \tabularnewline
122 & 22.1 & 21.4055555555556 & 0.694444444444446 \tabularnewline
123 & 17.7 & 18.1485714285714 & -0.44857142857143 \tabularnewline
124 & 16.2 & 18.1485714285714 & -1.94857142857143 \tabularnewline
125 & 17.8 & 17.12 & 0.68 \tabularnewline
126 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
127 & 16.4 & 16.3450980392157 & 0.0549019607843135 \tabularnewline
128 & 15.7 & 15.6821428571429 & 0.0178571428571423 \tabularnewline
129 & 13.2 & 13.7887096774194 & -0.588709677419356 \tabularnewline
130 & 16.7 & 15.4 & 1.3 \tabularnewline
131 & 12.1 & 12.53 & -0.43 \tabularnewline
132 & 15 & 15.4 & -0.4 \tabularnewline
133 & 14 & 12.1038461538462 & 1.89615384615385 \tabularnewline
134 & 14.8 & 16.3450980392157 & -1.54509803921568 \tabularnewline
135 & 18.6 & 17.5166666666667 & 1.08333333333334 \tabularnewline
136 & 16.8 & 16.3450980392157 & 0.454901960784316 \tabularnewline
137 & 12.5 & 13.7887096774194 & -1.28870967741936 \tabularnewline
138 & 13.7 & 13.7887096774194 & -0.0887096774193559 \tabularnewline
139 & 16.9 & 18.1485714285714 & -1.24857142857143 \tabularnewline
140 & 17.7 & 18.1485714285714 & -0.44857142857143 \tabularnewline
141 & 11.1 & 9.94 & 1.16 \tabularnewline
142 & 11.4 & 11.26 & 0.140000000000001 \tabularnewline
143 & 14.5 & 13.7887096774194 & 0.711290322580645 \tabularnewline
144 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
145 & 18.2 & 16.3450980392157 & 1.85490196078431 \tabularnewline
146 & 15.8 & 16.3450980392157 & -0.545098039215684 \tabularnewline
147 & 15.9 & 16.3450980392157 & -0.445098039215685 \tabularnewline
148 & 16.4 & 16.3450980392157 & 0.0549019607843135 \tabularnewline
149 & 14.5 & 15.5083333333333 & -1.00833333333333 \tabularnewline
150 & 12.8 & 13.6307692307692 & -0.83076923076923 \tabularnewline
151 & 21.5 & 21.4055555555556 & 0.094444444444445 \tabularnewline
152 & 14.4 & 16.3450980392157 & -1.94509803921568 \tabularnewline
153 & 18.6 & 16.3450980392157 & 2.25490196078432 \tabularnewline
154 & 13.2 & 12.1038461538462 & 1.09615384615384 \tabularnewline
155 & 12.8 & 12.1038461538462 & 0.696153846153846 \tabularnewline
156 & 18.2 & 17.12 & 1.08000000000000 \tabularnewline
157 & 15.8 & 17.12 & -1.32 \tabularnewline
158 & 17.2 & 18.1485714285714 & -0.94857142857143 \tabularnewline
159 & 17.2 & 17.12 & 0.0799999999999983 \tabularnewline
160 & 16.7 & 17.12 & -0.420000000000002 \tabularnewline
161 & 18.7 & 18.1485714285714 & 0.55142857142857 \tabularnewline
162 & 13.2 & 12.1038461538462 & 1.09615384615384 \tabularnewline
163 & 13.4 & 15.4142857142857 & -2.01428571428571 \tabularnewline
164 & 13.7 & 13.7887096774194 & -0.0887096774193559 \tabularnewline
165 & 16.5 & 16.3450980392157 & 0.154901960784315 \tabularnewline
166 & 14.7 & 14.6733333333333 & 0.0266666666666655 \tabularnewline
167 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
168 & 17.6 & 16.3450980392157 & 1.25490196078432 \tabularnewline
169 & 15.9 & 15.5083333333333 & 0.391666666666667 \tabularnewline
170 & 13.6 & 14.925 & -1.325 \tabularnewline
171 & 15.8 & 14.925 & 0.875 \tabularnewline
172 & 14.9 & 16.3450980392157 & -1.44509803921568 \tabularnewline
173 & 16.6 & 16.3450980392157 & 0.254901960784316 \tabularnewline
174 & 18.2 & 17.12 & 1.08000000000000 \tabularnewline
175 & 17.3 & 16.3450980392157 & 0.954901960784316 \tabularnewline
176 & 16.6 & 15.6821428571429 & 0.917857142857144 \tabularnewline
177 & 15.4 & 13.7887096774194 & 1.61129032258065 \tabularnewline
178 & 13.2 & 13.7887096774194 & -0.588709677419356 \tabularnewline
179 & 15.2 & 13.7887096774194 & 1.41129032258064 \tabularnewline
180 & 14.3 & 13.7887096774194 & 0.511290322580646 \tabularnewline
181 & 15 & 14.925 & 0.0749999999999993 \tabularnewline
182 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
183 & 15.2 & 16.3450980392157 & -1.14509803921569 \tabularnewline
184 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
185 & 24.8 & 21.0461538461538 & 3.75384615384615 \tabularnewline
186 & 22.2 & 18.1485714285714 & 4.05142857142857 \tabularnewline
187 & 14.9 & 16.3450980392157 & -1.44509803921568 \tabularnewline
188 & 19.2 & 16.3450980392157 & 2.85490196078431 \tabularnewline
189 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
190 & 11.3 & 13.0846153846154 & -1.78461538461538 \tabularnewline
191 & 13.2 & 15.5136363636364 & -2.31363636363636 \tabularnewline
192 & 14.7 & 16.3450980392157 & -1.64509803921569 \tabularnewline
193 & 15.5 & 16.3450980392157 & -0.845098039215685 \tabularnewline
194 & 16.4 & 16.3450980392157 & 0.0549019607843135 \tabularnewline
195 & 18.1 & 16.3450980392157 & 1.75490196078432 \tabularnewline
196 & 20.1 & 18.8 & 1.3 \tabularnewline
197 & 15.8 & 16.3450980392157 & -0.545098039215684 \tabularnewline
198 & 15.5 & 15.5136363636364 & -0.0136363636363637 \tabularnewline
199 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
200 & 15.2 & 16.3450980392157 & -1.14509803921569 \tabularnewline
201 & 14.4 & 15.5083333333333 & -1.10833333333333 \tabularnewline
202 & 19.2 & 16.3450980392157 & 2.85490196078431 \tabularnewline
203 & 19.9 & 21.0461538461538 & -1.14615384615385 \tabularnewline
204 & 13.8 & 16.3450980392157 & -2.54509803921568 \tabularnewline
205 & 15.3 & 16.3450980392157 & -1.04509803921568 \tabularnewline
206 & 15.1 & 16.3450980392157 & -1.24509803921569 \tabularnewline
207 & 15.7 & 16.3450980392157 & -0.645098039215686 \tabularnewline
208 & 16.4 & 16.3450980392157 & 0.0549019607843135 \tabularnewline
209 & 12.6 & 13.6307692307692 & -1.03076923076923 \tabularnewline
210 & 12.9 & 16.3450980392157 & -3.44509803921568 \tabularnewline
211 & 16.4 & 16.3450980392157 & 0.0549019607843135 \tabularnewline
212 & 16.1 & 17.5166666666667 & -1.41666666666666 \tabularnewline
213 & 19.4 & 16.3450980392157 & 3.05490196078431 \tabularnewline
214 & 17.3 & 16.3450980392157 & 0.954901960784316 \tabularnewline
215 & 14.9 & 16.3450980392157 & -1.44509803921568 \tabularnewline
216 & 16.2 & 16.3450980392157 & -0.145098039215686 \tabularnewline
217 & 14.2 & 16.3450980392157 & -2.14509803921569 \tabularnewline
218 & 14.8 & 13.6307692307692 & 1.16923076923077 \tabularnewline
219 & 20.4 & 21.0461538461538 & -0.646153846153847 \tabularnewline
220 & 13.8 & 13.0846153846154 & 0.715384615384616 \tabularnewline
221 & 15.8 & 15.6821428571429 & 0.117857142857144 \tabularnewline
222 & 17.1 & 17.12 & -0.0199999999999996 \tabularnewline
223 & 16.6 & 18.1485714285714 & -1.54857142857143 \tabularnewline
224 & 18.6 & 16.3450980392157 & 2.25490196078432 \tabularnewline
225 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
226 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
227 & 18 & 15.5136363636364 & 2.48636363636364 \tabularnewline
228 & 15.3 & 16.3450980392157 & -1.04509803921568 \tabularnewline
229 & 17.6 & 16.3450980392157 & 1.25490196078432 \tabularnewline
230 & 14.7 & 16.3450980392157 & -1.64509803921569 \tabularnewline
231 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
232 & 14.5 & 16.3450980392157 & -1.84509803921569 \tabularnewline
233 & 15.7 & 16.3450980392157 & -0.645098039215686 \tabularnewline
234 & 16.4 & 15.5083333333333 & 0.891666666666666 \tabularnewline
235 & 17 & 17.12 & -0.120000000000001 \tabularnewline
236 & 13.9 & 14.6733333333333 & -0.773333333333333 \tabularnewline
237 & 17.3 & 18.8 & -1.5 \tabularnewline
238 & 15.6 & 16.3450980392157 & -0.745098039215685 \tabularnewline
239 & 11.6 & 16.3450980392157 & -4.74509803921569 \tabularnewline
240 & 18.6 & 16.3450980392157 & 2.25490196078432 \tabularnewline
241 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
242 & 17 & 17.5166666666667 & -0.516666666666666 \tabularnewline
243 & 17 & 17.5166666666667 & -0.516666666666666 \tabularnewline
244 & 16 & 17.5166666666667 & -1.51666666666667 \tabularnewline
245 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
246 & 18 & 17.5166666666667 & 0.483333333333334 \tabularnewline
247 & 17 & 17.5166666666667 & -0.516666666666666 \tabularnewline
248 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
249 & 16 & 17.5166666666667 & -1.51666666666667 \tabularnewline
250 & 12 & 16.3450980392157 & -4.34509803921569 \tabularnewline
251 & 19 & 17.5166666666667 & 1.48333333333333 \tabularnewline
252 & 19 & 17.5166666666667 & 1.48333333333333 \tabularnewline
253 & 21 & 21.4055555555556 & -0.405555555555555 \tabularnewline
254 & 21 & 16.3450980392157 & 4.65490196078431 \tabularnewline
255 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
256 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
257 & 20 & 21.4055555555556 & -1.40555555555556 \tabularnewline
258 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
259 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
260 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
261 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
262 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
263 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
264 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
265 & 21 & 21.4055555555556 & -0.405555555555555 \tabularnewline
266 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
267 & 21 & 16.3450980392157 & 4.65490196078431 \tabularnewline
268 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
269 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
270 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
271 & 19 & 21.4055555555556 & -2.40555555555556 \tabularnewline
272 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
273 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
274 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
275 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
276 & 22 & 21.4055555555556 & 0.594444444444445 \tabularnewline
277 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
278 & 19 & 21.4055555555556 & -2.40555555555556 \tabularnewline
279 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
280 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
281 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
282 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
283 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
284 & 19 & 21.4055555555556 & -2.40555555555556 \tabularnewline
285 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
286 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
287 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
288 & 22 & 21.4055555555556 & 0.594444444444445 \tabularnewline
289 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
290 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
291 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
292 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
293 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
294 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
295 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
296 & 20 & 16.3450980392157 & 3.65490196078431 \tabularnewline
297 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
298 & 22 & 21.4055555555556 & 0.594444444444445 \tabularnewline
299 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
300 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
301 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
302 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
303 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
304 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
305 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
306 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
307 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
308 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
309 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
310 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
311 & 25 & 21.4055555555556 & 3.59444444444444 \tabularnewline
312 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
313 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
314 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
315 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
316 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
317 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
318 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
319 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
320 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
321 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
322 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
323 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
324 & 22 & 21.4055555555556 & 0.594444444444445 \tabularnewline
325 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
326 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
327 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
328 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
329 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
330 & 13 & 16.3450980392157 & -3.34509803921569 \tabularnewline
331 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
332 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
333 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
334 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
335 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
336 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
337 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
338 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
339 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
340 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
341 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
342 & 13 & 13.0846153846154 & -0.0846153846153843 \tabularnewline
343 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
344 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
345 & 24 & 21.4055555555556 & 2.59444444444444 \tabularnewline
346 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
347 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
348 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
349 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
350 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
351 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
352 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
353 & 17 & 15.5136363636364 & 1.48636363636364 \tabularnewline
354 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
355 & 12 & 16.3450980392157 & -4.34509803921569 \tabularnewline
356 & 16 & 14.6733333333333 & 1.32666666666667 \tabularnewline
357 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
358 & 15 & 14.6733333333333 & 0.326666666666666 \tabularnewline
359 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
360 & 14 & 14.6733333333333 & -0.673333333333334 \tabularnewline
361 & 24 & 21.4055555555556 & 2.59444444444444 \tabularnewline
362 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
363 & 13 & 16.3450980392157 & -3.34509803921569 \tabularnewline
364 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
365 & 18 & 15.5136363636364 & 2.48636363636364 \tabularnewline
366 & 17 & 15.5136363636364 & 1.48636363636364 \tabularnewline
367 & 21 & 16.3450980392157 & 4.65490196078431 \tabularnewline
368 & 13 & 16.3450980392157 & -3.34509803921569 \tabularnewline
369 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
370 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
371 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
372 & 20 & 16.3450980392157 & 3.65490196078431 \tabularnewline
373 & 15 & 14.6733333333333 & 0.326666666666666 \tabularnewline
374 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
375 & 20 & 15.5136363636364 & 4.48636363636364 \tabularnewline
376 & 13 & 13.6307692307692 & -0.63076923076923 \tabularnewline
377 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
378 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
379 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
380 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
381 & 14 & 13.6307692307692 & 0.36923076923077 \tabularnewline
382 & 15 & 14.6733333333333 & 0.326666666666666 \tabularnewline
383 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
384 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
385 & 15 & 14.6733333333333 & 0.326666666666666 \tabularnewline
386 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
387 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
388 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
389 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
390 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
391 & 17 & 14.6733333333333 & 2.32666666666667 \tabularnewline
392 & 13 & 15.5136363636364 & -2.51363636363636 \tabularnewline
393 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
394 & 14 & 16.3450980392157 & -2.34509803921569 \tabularnewline
395 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
396 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
397 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
398 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
399 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
400 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
401 & 11 & 13.0846153846154 & -2.08461538461538 \tabularnewline
402 & 13 & 13.6307692307692 & -0.63076923076923 \tabularnewline
403 & 20 & 16.3450980392157 & 3.65490196078431 \tabularnewline
404 & 15 & 13.6307692307692 & 1.36923076923077 \tabularnewline
405 & 14 & 15.5136363636364 & -1.51363636363636 \tabularnewline
406 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
407 & 13 & 13.6307692307692 & -0.63076923076923 \tabularnewline
408 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
409 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
410 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
411 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
412 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
413 & 14 & 13.6307692307692 & 0.36923076923077 \tabularnewline
414 & 14 & 14.6733333333333 & -0.673333333333334 \tabularnewline
415 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
416 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
417 & 14 & 13.0846153846154 & 0.915384615384616 \tabularnewline
418 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
419 & 17 & 15.5136363636364 & 1.48636363636364 \tabularnewline
420 & 15 & 15.5136363636364 & -0.513636363636364 \tabularnewline
421 & 13 & 13.0846153846154 & -0.0846153846153843 \tabularnewline
422 & 14 & 14.6733333333333 & -0.673333333333334 \tabularnewline
423 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
424 & 15 & 16.3450980392157 & -1.34509803921569 \tabularnewline
425 & 19 & 16.3450980392157 & 2.65490196078431 \tabularnewline
426 & 14 & 13.6307692307692 & 0.36923076923077 \tabularnewline
427 & 13 & 13.6307692307692 & -0.63076923076923 \tabularnewline
428 & 18 & 15.5136363636364 & 2.48636363636364 \tabularnewline
429 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
430 & 17 & 15.5083333333333 & 1.49166666666667 \tabularnewline
431 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
432 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
433 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
434 & 16 & 16.3450980392157 & -0.345098039215685 \tabularnewline
435 & 16 & 13.0846153846154 & 2.91538461538462 \tabularnewline
436 & 14 & 15.5083333333333 & -1.50833333333333 \tabularnewline
437 & 14 & 13.0846153846154 & 0.915384615384616 \tabularnewline
438 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
439 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
440 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
441 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
442 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
443 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
444 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
445 & 18 & 16.3450980392157 & 1.65490196078431 \tabularnewline
446 & 17 & 16.3450980392157 & 0.654901960784315 \tabularnewline
447 & 13 & 13.0846153846154 & -0.0846153846153843 \tabularnewline
448 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
449 & 16 & 15.5136363636364 & 0.486363636363636 \tabularnewline
450 & 11 & 13.0846153846154 & -2.08461538461538 \tabularnewline
451 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
452 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
453 & 14 & 13.0846153846154 & 0.915384615384616 \tabularnewline
454 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
455 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
456 & 16 & 15.5083333333333 & 0.491666666666667 \tabularnewline
457 & 15 & 15.5083333333333 & -0.508333333333333 \tabularnewline
458 & 17 & 18.8 & -1.8 \tabularnewline
459 & 20 & 21.0461538461538 & -1.04615384615385 \tabularnewline
460 & 17 & 18.8 & -1.8 \tabularnewline
461 & 14 & 15.6821428571429 & -1.68214285714286 \tabularnewline
462 & 16 & 17.12 & -1.12 \tabularnewline
463 & 20 & 18.8 & 1.2 \tabularnewline
464 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
465 & 18 & 17.12 & 0.879999999999999 \tabularnewline
466 & 20 & 18.8 & 1.2 \tabularnewline
467 & 18 & 17.12 & 0.879999999999999 \tabularnewline
468 & 17 & 17.12 & -0.120000000000001 \tabularnewline
469 & 17 & 17.12 & -0.120000000000001 \tabularnewline
470 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
471 & 17 & 17.12 & -0.120000000000001 \tabularnewline
472 & 17 & 17.12 & -0.120000000000001 \tabularnewline
473 & 18 & 17.12 & 0.879999999999999 \tabularnewline
474 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
475 & 17 & 17.12 & -0.120000000000001 \tabularnewline
476 & 17 & 15.6821428571429 & 1.31785714285714 \tabularnewline
477 & 15 & 17.12 & -2.12 \tabularnewline
478 & 14 & 14.925 & -0.925 \tabularnewline
479 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
480 & 18 & 17.12 & 0.879999999999999 \tabularnewline
481 & 20 & 21.0461538461538 & -1.04615384615385 \tabularnewline
482 & 20 & 21.0461538461538 & -1.04615384615385 \tabularnewline
483 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
484 & 25 & 21.0461538461538 & 3.95384615384615 \tabularnewline
485 & 18 & 17.12 & 0.879999999999999 \tabularnewline
486 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
487 & 17 & 17.12 & -0.120000000000001 \tabularnewline
488 & 17 & 17.12 & -0.120000000000001 \tabularnewline
489 & 14 & 15.6821428571429 & -1.68214285714286 \tabularnewline
490 & 20 & 21.0461538461538 & -1.04615384615385 \tabularnewline
491 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
492 & 15 & 14.925 & 0.0749999999999993 \tabularnewline
493 & 22 & 21.0461538461538 & 0.953846153846154 \tabularnewline
494 & 16 & 17.12 & -1.12 \tabularnewline
495 & 18 & 17.12 & 0.879999999999999 \tabularnewline
496 & 22 & 18.8 & 3.2 \tabularnewline
497 & 18 & 15.6821428571429 & 2.31785714285714 \tabularnewline
498 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
499 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
500 & 16 & 17.12 & -1.12 \tabularnewline
501 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
502 & 17 & 15.6821428571429 & 1.31785714285714 \tabularnewline
503 & 15 & 15.6821428571429 & -0.682142857142857 \tabularnewline
504 & 17 & 15.6821428571429 & 1.31785714285714 \tabularnewline
505 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
506 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
507 & 19 & 17.12 & 1.88 \tabularnewline
508 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
509 & 15 & 14.925 & 0.0749999999999993 \tabularnewline
510 & 16 & 14.925 & 1.075 \tabularnewline
511 & 16 & 15.6821428571429 & 0.317857142857143 \tabularnewline
512 & 22 & 18.1485714285714 & 3.85142857142857 \tabularnewline
513 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
514 & 13 & 12.1038461538462 & 0.896153846153846 \tabularnewline
515 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
516 & 21 & 21.0461538461538 & -0.046153846153846 \tabularnewline
517 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
518 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
519 & 16 & 18.1485714285714 & -2.14857142857143 \tabularnewline
520 & 13 & 15.4142857142857 & -2.41428571428571 \tabularnewline
521 & 11 & 12.1038461538462 & -1.10384615384615 \tabularnewline
522 & 16 & 18.1485714285714 & -2.14857142857143 \tabularnewline
523 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
524 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
525 & 16 & 18.1485714285714 & -2.14857142857143 \tabularnewline
526 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
527 & 20 & 21.0461538461538 & -1.04615384615385 \tabularnewline
528 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
529 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
530 & 13 & 12.1038461538462 & 0.896153846153846 \tabularnewline
531 & 21 & 21.0461538461538 & -0.046153846153846 \tabularnewline
532 & 15 & 14.925 & 0.0749999999999993 \tabularnewline
533 & 8 & 11.26 & -3.26 \tabularnewline
534 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
535 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
536 & 18 & 18.1485714285714 & -0.148571428571429 \tabularnewline
537 & 18 & 18.1485714285714 & -0.148571428571429 \tabularnewline
538 & 16 & 18.1485714285714 & -2.14857142857143 \tabularnewline
539 & 18 & 18.1485714285714 & -0.148571428571429 \tabularnewline
540 & 11 & 11.26 & -0.26 \tabularnewline
541 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
542 & 12 & 12.1038461538462 & -0.103846153846154 \tabularnewline
543 & 12 & 11.26 & 0.74 \tabularnewline
544 & 13 & 12.1038461538462 & 0.896153846153846 \tabularnewline
545 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
546 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
547 & 13 & 12.1038461538462 & 0.896153846153846 \tabularnewline
548 & 14 & 12.1038461538462 & 1.89615384615385 \tabularnewline
549 & 10 & 12.1038461538462 & -2.10384615384615 \tabularnewline
550 & 13 & 12.1038461538462 & 0.896153846153846 \tabularnewline
551 & 17 & 18.1485714285714 & -1.14857142857143 \tabularnewline
552 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
553 & 17 & 15.4 & 1.6 \tabularnewline
554 & 11 & 11.26 & -0.26 \tabularnewline
555 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
556 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
557 & 9 & 9.94 & -0.94 \tabularnewline
558 & 15 & 15.4 & -0.4 \tabularnewline
559 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
560 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
561 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
562 & 17 & 13.7887096774194 & 3.21129032258064 \tabularnewline
563 & 21 & 18.1485714285714 & 2.85142857142857 \tabularnewline
564 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
565 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
566 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
567 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
568 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
569 & 15 & 15.4 & -0.4 \tabularnewline
570 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
571 & 12 & 13.7887096774194 & -1.78870967741936 \tabularnewline
572 & 19 & 18.1485714285714 & 0.85142857142857 \tabularnewline
573 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
574 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
575 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
576 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
577 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
578 & 13 & 11.26 & 1.74 \tabularnewline
579 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
580 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
581 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
582 & 14 & 15.4 & -1.4 \tabularnewline
583 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
584 & 11 & 11.26 & -0.26 \tabularnewline
585 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
586 & 12 & 11.26 & 0.74 \tabularnewline
587 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
588 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
589 & 11 & 9.94 & 1.06 \tabularnewline
590 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
591 & 16 & 13.7887096774194 & 2.21129032258064 \tabularnewline
592 & 12 & 11.26 & 0.74 \tabularnewline
593 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
594 & 16 & 15.4 & 0.6 \tabularnewline
595 & 15 & 15.4 & -0.4 \tabularnewline
596 & 9 & 9.94 & -0.94 \tabularnewline
597 & 12 & 9.94 & 2.06 \tabularnewline
598 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
599 & 10 & 9.94 & 0.0600000000000005 \tabularnewline
600 & 9 & 9.94 & -0.94 \tabularnewline
601 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
602 & 13 & 13.7887096774194 & -0.788709677419355 \tabularnewline
603 & 15 & 15.4142857142857 & -0.414285714285715 \tabularnewline
604 & 12 & 12.53 & -0.529999999999999 \tabularnewline
605 & 14 & 15.4142857142857 & -1.41428571428571 \tabularnewline
606 & 12 & 12.53 & -0.529999999999999 \tabularnewline
607 & 13 & 12.53 & 0.470000000000001 \tabularnewline
608 & 10 & 10.8888888888889 & -0.88888888888889 \tabularnewline
609 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
610 & 14 & 12.53 & 1.47 \tabularnewline
611 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
612 & 12 & 12.53 & -0.529999999999999 \tabularnewline
613 & 12 & 13.7887096774194 & -1.78870967741936 \tabularnewline
614 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
615 & 13 & 12.53 & 0.470000000000001 \tabularnewline
616 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
617 & 14 & 12.53 & 1.47 \tabularnewline
618 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
619 & 16 & 15.4 & 0.6 \tabularnewline
620 & 13 & 12.53 & 0.470000000000001 \tabularnewline
621 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
622 & 12 & 12.53 & -0.529999999999999 \tabularnewline
623 & 15 & 13.7887096774194 & 1.21129032258064 \tabularnewline
624 & 19 & 15.4142857142857 & 3.58571428571429 \tabularnewline
625 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
626 & 12 & 12.53 & -0.529999999999999 \tabularnewline
627 & 13 & 12.53 & 0.470000000000001 \tabularnewline
628 & 11 & 10.8888888888889 & 0.111111111111111 \tabularnewline
629 & 12 & 10.8888888888889 & 1.11111111111111 \tabularnewline
630 & 12 & 12.53 & -0.529999999999999 \tabularnewline
631 & 14 & 13.7887096774194 & 0.211290322580645 \tabularnewline
632 & 12 & 12.53 & -0.529999999999999 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=113916&T=2

[TABLE]
[ROW][C]Actuals, Predictions, and Residuals[/C][/ROW]
[ROW][C]#[/C][C]Actuals[/C][C]Forecasts[/C][C]Residuals[/C][/ROW]
[ROW][C]1[/C][C]11.5[/C][C]11.26[/C][C]0.24[/C][/ROW]
[ROW][C]2[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]3[/C][C]10.5[/C][C]12.1038461538462[/C][C]-1.60384615384615[/C][/ROW]
[ROW][C]4[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]5[/C][C]8.5[/C][C]9.94[/C][C]-1.44[/C][/ROW]
[ROW][C]6[/C][C]10[/C][C]10.8888888888889[/C][C]-0.88888888888889[/C][/ROW]
[ROW][C]7[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]8[/C][C]8[/C][C]11.26[/C][C]-3.26[/C][/ROW]
[ROW][C]9[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]10[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]11[/C][C]15.5[/C][C]15.5083333333333[/C][C]-0.00833333333333286[/C][/ROW]
[ROW][C]12[/C][C]20.5[/C][C]21.4055555555556[/C][C]-0.905555555555555[/C][/ROW]
[ROW][C]13[/C][C]17.5[/C][C]16.3450980392157[/C][C]1.15490196078431[/C][/ROW]
[ROW][C]14[/C][C]17.5[/C][C]15.5136363636364[/C][C]1.98636363636364[/C][/ROW]
[ROW][C]15[/C][C]12.5[/C][C]13.0846153846154[/C][C]-0.584615384615384[/C][/ROW]
[ROW][C]16[/C][C]14[/C][C]12.53[/C][C]1.47[/C][/ROW]
[ROW][C]17[/C][C]15[/C][C]15.4142857142857[/C][C]-0.414285714285715[/C][/ROW]
[ROW][C]18[/C][C]18.5[/C][C]15.4142857142857[/C][C]3.08571428571429[/C][/ROW]
[ROW][C]19[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]20[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]21[/C][C]15.5[/C][C]15.6821428571429[/C][C]-0.182142857142857[/C][/ROW]
[ROW][C]22[/C][C]15.5[/C][C]15.6821428571429[/C][C]-0.182142857142857[/C][/ROW]
[ROW][C]23[/C][C]12[/C][C]11.26[/C][C]0.74[/C][/ROW]
[ROW][C]24[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]25[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]26[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]27[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]28[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]29[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]30[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]31[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]32[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]33[/C][C]19[/C][C]17.5166666666667[/C][C]1.48333333333333[/C][/ROW]
[ROW][C]34[/C][C]20.5[/C][C]16.3450980392157[/C][C]4.15490196078431[/C][/ROW]
[ROW][C]35[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]36[/C][C]16.5[/C][C]16.3450980392157[/C][C]0.154901960784315[/C][/ROW]
[ROW][C]37[/C][C]12[/C][C]11.26[/C][C]0.74[/C][/ROW]
[ROW][C]38[/C][C]13.5[/C][C]13.7887096774194[/C][C]-0.288709677419355[/C][/ROW]
[ROW][C]39[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]40[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]41[/C][C]13.5[/C][C]13.7887096774194[/C][C]-0.288709677419355[/C][/ROW]
[ROW][C]42[/C][C]12.5[/C][C]12.53[/C][C]-0.0299999999999994[/C][/ROW]
[ROW][C]43[/C][C]13.5[/C][C]14.6733333333333[/C][C]-1.17333333333333[/C][/ROW]
[ROW][C]44[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]45[/C][C]16[/C][C]15.4[/C][C]0.6[/C][/ROW]
[ROW][C]46[/C][C]14.5[/C][C]15.5083333333333[/C][C]-1.00833333333333[/C][/ROW]
[ROW][C]47[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]48[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]49[/C][C]14.5[/C][C]14.6733333333333[/C][C]-0.173333333333334[/C][/ROW]
[ROW][C]50[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]51[/C][C]13[/C][C]11.26[/C][C]1.74[/C][/ROW]
[ROW][C]52[/C][C]11.5[/C][C]12.1038461538462[/C][C]-0.603846153846154[/C][/ROW]
[ROW][C]53[/C][C]14.5[/C][C]15.4[/C][C]-0.9[/C][/ROW]
[ROW][C]54[/C][C]12.5[/C][C]12.1038461538462[/C][C]0.396153846153846[/C][/ROW]
[ROW][C]55[/C][C]12[/C][C]13.7887096774194[/C][C]-1.78870967741936[/C][/ROW]
[ROW][C]56[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]57[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]58[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]59[/C][C]16.5[/C][C]15.6821428571429[/C][C]0.817857142857143[/C][/ROW]
[ROW][C]60[/C][C]18[/C][C]15.6821428571429[/C][C]2.31785714285714[/C][/ROW]
[ROW][C]61[/C][C]16.5[/C][C]17.12[/C][C]-0.620000000000001[/C][/ROW]
[ROW][C]62[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]63[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]64[/C][C]12.5[/C][C]12.53[/C][C]-0.0299999999999994[/C][/ROW]
[ROW][C]65[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]66[/C][C]19.5[/C][C]16.3450980392157[/C][C]3.15490196078431[/C][/ROW]
[ROW][C]67[/C][C]16.5[/C][C]15.5136363636364[/C][C]0.986363636363636[/C][/ROW]
[ROW][C]68[/C][C]18.5[/C][C]16.3450980392157[/C][C]2.15490196078431[/C][/ROW]
[ROW][C]69[/C][C]14[/C][C]13.6307692307692[/C][C]0.36923076923077[/C][/ROW]
[ROW][C]70[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]71[/C][C]9.5[/C][C]9.94[/C][C]-0.440000000000000[/C][/ROW]
[ROW][C]72[/C][C]15.5[/C][C]16.3450980392157[/C][C]-0.845098039215685[/C][/ROW]
[ROW][C]73[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]74[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]75[/C][C]14[/C][C]13.6307692307692[/C][C]0.36923076923077[/C][/ROW]
[ROW][C]76[/C][C]11[/C][C]11.26[/C][C]-0.26[/C][/ROW]
[ROW][C]77[/C][C]16.5[/C][C]17.12[/C][C]-0.620000000000001[/C][/ROW]
[ROW][C]78[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]79[/C][C]16.5[/C][C]16.3450980392157[/C][C]0.154901960784315[/C][/ROW]
[ROW][C]80[/C][C]21[/C][C]16.3450980392157[/C][C]4.65490196078431[/C][/ROW]
[ROW][C]81[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]82[/C][C]18[/C][C]18.1485714285714[/C][C]-0.148571428571429[/C][/ROW]
[ROW][C]83[/C][C]14[/C][C]15.4[/C][C]-1.4[/C][/ROW]
[ROW][C]84[/C][C]14.5[/C][C]13.7887096774194[/C][C]0.711290322580645[/C][/ROW]
[ROW][C]85[/C][C]16[/C][C]15.4[/C][C]0.6[/C][/ROW]
[ROW][C]86[/C][C]15.5[/C][C]13.7887096774194[/C][C]1.71129032258064[/C][/ROW]
[ROW][C]87[/C][C]15.5[/C][C]16.3450980392157[/C][C]-0.845098039215685[/C][/ROW]
[ROW][C]88[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]89[/C][C]19[/C][C]21.4055555555556[/C][C]-2.40555555555556[/C][/ROW]
[ROW][C]90[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]91[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]92[/C][C]15[/C][C]14.6733333333333[/C][C]0.326666666666666[/C][/ROW]
[ROW][C]93[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]94[/C][C]16[/C][C]17.12[/C][C]-1.12[/C][/ROW]
[ROW][C]95[/C][C]19.5[/C][C]21.0461538461538[/C][C]-1.54615384615385[/C][/ROW]
[ROW][C]96[/C][C]11.5[/C][C]12.53[/C][C]-1.03[/C][/ROW]
[ROW][C]97[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]98[/C][C]13.5[/C][C]13.7887096774194[/C][C]-0.288709677419355[/C][/ROW]
[ROW][C]99[/C][C]21[/C][C]18.1485714285714[/C][C]2.85142857142857[/C][/ROW]
[ROW][C]100[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]101[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]102[/C][C]13.5[/C][C]15.6821428571429[/C][C]-2.18214285714286[/C][/ROW]
[ROW][C]103[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]104[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]105[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]106[/C][C]13.5[/C][C]14.6733333333333[/C][C]-1.17333333333333[/C][/ROW]
[ROW][C]107[/C][C]16.5[/C][C]16.3450980392157[/C][C]0.154901960784315[/C][/ROW]
[ROW][C]108[/C][C]14.5[/C][C]15.6821428571429[/C][C]-1.18214285714286[/C][/ROW]
[ROW][C]109[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]110[/C][C]17[/C][C]18.8[/C][C]-1.8[/C][/ROW]
[ROW][C]111[/C][C]13.5[/C][C]13.0846153846154[/C][C]0.415384615384616[/C][/ROW]
[ROW][C]112[/C][C]17.5[/C][C]17.5166666666667[/C][C]-0.0166666666666657[/C][/ROW]
[ROW][C]113[/C][C]16.9[/C][C]16.3450980392157[/C][C]0.554901960784314[/C][/ROW]
[ROW][C]114[/C][C]14.9[/C][C]15.5136363636364[/C][C]-0.613636363636363[/C][/ROW]
[ROW][C]115[/C][C]15.3[/C][C]16.3450980392157[/C][C]-1.04509803921568[/C][/ROW]
[ROW][C]116[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]117[/C][C]13.9[/C][C]13.7887096774194[/C][C]0.111290322580645[/C][/ROW]
[ROW][C]118[/C][C]12.8[/C][C]13.7887096774194[/C][C]-0.988709677419354[/C][/ROW]
[ROW][C]119[/C][C]14.5[/C][C]15.6821428571429[/C][C]-1.18214285714286[/C][/ROW]
[ROW][C]120[/C][C]17.6[/C][C]17.12[/C][C]0.48[/C][/ROW]
[ROW][C]121[/C][C]22.2[/C][C]21.4055555555556[/C][C]0.794444444444444[/C][/ROW]
[ROW][C]122[/C][C]22.1[/C][C]21.4055555555556[/C][C]0.694444444444446[/C][/ROW]
[ROW][C]123[/C][C]17.7[/C][C]18.1485714285714[/C][C]-0.44857142857143[/C][/ROW]
[ROW][C]124[/C][C]16.2[/C][C]18.1485714285714[/C][C]-1.94857142857143[/C][/ROW]
[ROW][C]125[/C][C]17.8[/C][C]17.12[/C][C]0.68[/C][/ROW]
[ROW][C]126[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]127[/C][C]16.4[/C][C]16.3450980392157[/C][C]0.0549019607843135[/C][/ROW]
[ROW][C]128[/C][C]15.7[/C][C]15.6821428571429[/C][C]0.0178571428571423[/C][/ROW]
[ROW][C]129[/C][C]13.2[/C][C]13.7887096774194[/C][C]-0.588709677419356[/C][/ROW]
[ROW][C]130[/C][C]16.7[/C][C]15.4[/C][C]1.3[/C][/ROW]
[ROW][C]131[/C][C]12.1[/C][C]12.53[/C][C]-0.43[/C][/ROW]
[ROW][C]132[/C][C]15[/C][C]15.4[/C][C]-0.4[/C][/ROW]
[ROW][C]133[/C][C]14[/C][C]12.1038461538462[/C][C]1.89615384615385[/C][/ROW]
[ROW][C]134[/C][C]14.8[/C][C]16.3450980392157[/C][C]-1.54509803921568[/C][/ROW]
[ROW][C]135[/C][C]18.6[/C][C]17.5166666666667[/C][C]1.08333333333334[/C][/ROW]
[ROW][C]136[/C][C]16.8[/C][C]16.3450980392157[/C][C]0.454901960784316[/C][/ROW]
[ROW][C]137[/C][C]12.5[/C][C]13.7887096774194[/C][C]-1.28870967741936[/C][/ROW]
[ROW][C]138[/C][C]13.7[/C][C]13.7887096774194[/C][C]-0.0887096774193559[/C][/ROW]
[ROW][C]139[/C][C]16.9[/C][C]18.1485714285714[/C][C]-1.24857142857143[/C][/ROW]
[ROW][C]140[/C][C]17.7[/C][C]18.1485714285714[/C][C]-0.44857142857143[/C][/ROW]
[ROW][C]141[/C][C]11.1[/C][C]9.94[/C][C]1.16[/C][/ROW]
[ROW][C]142[/C][C]11.4[/C][C]11.26[/C][C]0.140000000000001[/C][/ROW]
[ROW][C]143[/C][C]14.5[/C][C]13.7887096774194[/C][C]0.711290322580645[/C][/ROW]
[ROW][C]144[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]145[/C][C]18.2[/C][C]16.3450980392157[/C][C]1.85490196078431[/C][/ROW]
[ROW][C]146[/C][C]15.8[/C][C]16.3450980392157[/C][C]-0.545098039215684[/C][/ROW]
[ROW][C]147[/C][C]15.9[/C][C]16.3450980392157[/C][C]-0.445098039215685[/C][/ROW]
[ROW][C]148[/C][C]16.4[/C][C]16.3450980392157[/C][C]0.0549019607843135[/C][/ROW]
[ROW][C]149[/C][C]14.5[/C][C]15.5083333333333[/C][C]-1.00833333333333[/C][/ROW]
[ROW][C]150[/C][C]12.8[/C][C]13.6307692307692[/C][C]-0.83076923076923[/C][/ROW]
[ROW][C]151[/C][C]21.5[/C][C]21.4055555555556[/C][C]0.094444444444445[/C][/ROW]
[ROW][C]152[/C][C]14.4[/C][C]16.3450980392157[/C][C]-1.94509803921568[/C][/ROW]
[ROW][C]153[/C][C]18.6[/C][C]16.3450980392157[/C][C]2.25490196078432[/C][/ROW]
[ROW][C]154[/C][C]13.2[/C][C]12.1038461538462[/C][C]1.09615384615384[/C][/ROW]
[ROW][C]155[/C][C]12.8[/C][C]12.1038461538462[/C][C]0.696153846153846[/C][/ROW]
[ROW][C]156[/C][C]18.2[/C][C]17.12[/C][C]1.08000000000000[/C][/ROW]
[ROW][C]157[/C][C]15.8[/C][C]17.12[/C][C]-1.32[/C][/ROW]
[ROW][C]158[/C][C]17.2[/C][C]18.1485714285714[/C][C]-0.94857142857143[/C][/ROW]
[ROW][C]159[/C][C]17.2[/C][C]17.12[/C][C]0.0799999999999983[/C][/ROW]
[ROW][C]160[/C][C]16.7[/C][C]17.12[/C][C]-0.420000000000002[/C][/ROW]
[ROW][C]161[/C][C]18.7[/C][C]18.1485714285714[/C][C]0.55142857142857[/C][/ROW]
[ROW][C]162[/C][C]13.2[/C][C]12.1038461538462[/C][C]1.09615384615384[/C][/ROW]
[ROW][C]163[/C][C]13.4[/C][C]15.4142857142857[/C][C]-2.01428571428571[/C][/ROW]
[ROW][C]164[/C][C]13.7[/C][C]13.7887096774194[/C][C]-0.0887096774193559[/C][/ROW]
[ROW][C]165[/C][C]16.5[/C][C]16.3450980392157[/C][C]0.154901960784315[/C][/ROW]
[ROW][C]166[/C][C]14.7[/C][C]14.6733333333333[/C][C]0.0266666666666655[/C][/ROW]
[ROW][C]167[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]168[/C][C]17.6[/C][C]16.3450980392157[/C][C]1.25490196078432[/C][/ROW]
[ROW][C]169[/C][C]15.9[/C][C]15.5083333333333[/C][C]0.391666666666667[/C][/ROW]
[ROW][C]170[/C][C]13.6[/C][C]14.925[/C][C]-1.325[/C][/ROW]
[ROW][C]171[/C][C]15.8[/C][C]14.925[/C][C]0.875[/C][/ROW]
[ROW][C]172[/C][C]14.9[/C][C]16.3450980392157[/C][C]-1.44509803921568[/C][/ROW]
[ROW][C]173[/C][C]16.6[/C][C]16.3450980392157[/C][C]0.254901960784316[/C][/ROW]
[ROW][C]174[/C][C]18.2[/C][C]17.12[/C][C]1.08000000000000[/C][/ROW]
[ROW][C]175[/C][C]17.3[/C][C]16.3450980392157[/C][C]0.954901960784316[/C][/ROW]
[ROW][C]176[/C][C]16.6[/C][C]15.6821428571429[/C][C]0.917857142857144[/C][/ROW]
[ROW][C]177[/C][C]15.4[/C][C]13.7887096774194[/C][C]1.61129032258065[/C][/ROW]
[ROW][C]178[/C][C]13.2[/C][C]13.7887096774194[/C][C]-0.588709677419356[/C][/ROW]
[ROW][C]179[/C][C]15.2[/C][C]13.7887096774194[/C][C]1.41129032258064[/C][/ROW]
[ROW][C]180[/C][C]14.3[/C][C]13.7887096774194[/C][C]0.511290322580646[/C][/ROW]
[ROW][C]181[/C][C]15[/C][C]14.925[/C][C]0.0749999999999993[/C][/ROW]
[ROW][C]182[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]183[/C][C]15.2[/C][C]16.3450980392157[/C][C]-1.14509803921569[/C][/ROW]
[ROW][C]184[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]185[/C][C]24.8[/C][C]21.0461538461538[/C][C]3.75384615384615[/C][/ROW]
[ROW][C]186[/C][C]22.2[/C][C]18.1485714285714[/C][C]4.05142857142857[/C][/ROW]
[ROW][C]187[/C][C]14.9[/C][C]16.3450980392157[/C][C]-1.44509803921568[/C][/ROW]
[ROW][C]188[/C][C]19.2[/C][C]16.3450980392157[/C][C]2.85490196078431[/C][/ROW]
[ROW][C]189[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]190[/C][C]11.3[/C][C]13.0846153846154[/C][C]-1.78461538461538[/C][/ROW]
[ROW][C]191[/C][C]13.2[/C][C]15.5136363636364[/C][C]-2.31363636363636[/C][/ROW]
[ROW][C]192[/C][C]14.7[/C][C]16.3450980392157[/C][C]-1.64509803921569[/C][/ROW]
[ROW][C]193[/C][C]15.5[/C][C]16.3450980392157[/C][C]-0.845098039215685[/C][/ROW]
[ROW][C]194[/C][C]16.4[/C][C]16.3450980392157[/C][C]0.0549019607843135[/C][/ROW]
[ROW][C]195[/C][C]18.1[/C][C]16.3450980392157[/C][C]1.75490196078432[/C][/ROW]
[ROW][C]196[/C][C]20.1[/C][C]18.8[/C][C]1.3[/C][/ROW]
[ROW][C]197[/C][C]15.8[/C][C]16.3450980392157[/C][C]-0.545098039215684[/C][/ROW]
[ROW][C]198[/C][C]15.5[/C][C]15.5136363636364[/C][C]-0.0136363636363637[/C][/ROW]
[ROW][C]199[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]200[/C][C]15.2[/C][C]16.3450980392157[/C][C]-1.14509803921569[/C][/ROW]
[ROW][C]201[/C][C]14.4[/C][C]15.5083333333333[/C][C]-1.10833333333333[/C][/ROW]
[ROW][C]202[/C][C]19.2[/C][C]16.3450980392157[/C][C]2.85490196078431[/C][/ROW]
[ROW][C]203[/C][C]19.9[/C][C]21.0461538461538[/C][C]-1.14615384615385[/C][/ROW]
[ROW][C]204[/C][C]13.8[/C][C]16.3450980392157[/C][C]-2.54509803921568[/C][/ROW]
[ROW][C]205[/C][C]15.3[/C][C]16.3450980392157[/C][C]-1.04509803921568[/C][/ROW]
[ROW][C]206[/C][C]15.1[/C][C]16.3450980392157[/C][C]-1.24509803921569[/C][/ROW]
[ROW][C]207[/C][C]15.7[/C][C]16.3450980392157[/C][C]-0.645098039215686[/C][/ROW]
[ROW][C]208[/C][C]16.4[/C][C]16.3450980392157[/C][C]0.0549019607843135[/C][/ROW]
[ROW][C]209[/C][C]12.6[/C][C]13.6307692307692[/C][C]-1.03076923076923[/C][/ROW]
[ROW][C]210[/C][C]12.9[/C][C]16.3450980392157[/C][C]-3.44509803921568[/C][/ROW]
[ROW][C]211[/C][C]16.4[/C][C]16.3450980392157[/C][C]0.0549019607843135[/C][/ROW]
[ROW][C]212[/C][C]16.1[/C][C]17.5166666666667[/C][C]-1.41666666666666[/C][/ROW]
[ROW][C]213[/C][C]19.4[/C][C]16.3450980392157[/C][C]3.05490196078431[/C][/ROW]
[ROW][C]214[/C][C]17.3[/C][C]16.3450980392157[/C][C]0.954901960784316[/C][/ROW]
[ROW][C]215[/C][C]14.9[/C][C]16.3450980392157[/C][C]-1.44509803921568[/C][/ROW]
[ROW][C]216[/C][C]16.2[/C][C]16.3450980392157[/C][C]-0.145098039215686[/C][/ROW]
[ROW][C]217[/C][C]14.2[/C][C]16.3450980392157[/C][C]-2.14509803921569[/C][/ROW]
[ROW][C]218[/C][C]14.8[/C][C]13.6307692307692[/C][C]1.16923076923077[/C][/ROW]
[ROW][C]219[/C][C]20.4[/C][C]21.0461538461538[/C][C]-0.646153846153847[/C][/ROW]
[ROW][C]220[/C][C]13.8[/C][C]13.0846153846154[/C][C]0.715384615384616[/C][/ROW]
[ROW][C]221[/C][C]15.8[/C][C]15.6821428571429[/C][C]0.117857142857144[/C][/ROW]
[ROW][C]222[/C][C]17.1[/C][C]17.12[/C][C]-0.0199999999999996[/C][/ROW]
[ROW][C]223[/C][C]16.6[/C][C]18.1485714285714[/C][C]-1.54857142857143[/C][/ROW]
[ROW][C]224[/C][C]18.6[/C][C]16.3450980392157[/C][C]2.25490196078432[/C][/ROW]
[ROW][C]225[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]226[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]227[/C][C]18[/C][C]15.5136363636364[/C][C]2.48636363636364[/C][/ROW]
[ROW][C]228[/C][C]15.3[/C][C]16.3450980392157[/C][C]-1.04509803921568[/C][/ROW]
[ROW][C]229[/C][C]17.6[/C][C]16.3450980392157[/C][C]1.25490196078432[/C][/ROW]
[ROW][C]230[/C][C]14.7[/C][C]16.3450980392157[/C][C]-1.64509803921569[/C][/ROW]
[ROW][C]231[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]232[/C][C]14.5[/C][C]16.3450980392157[/C][C]-1.84509803921569[/C][/ROW]
[ROW][C]233[/C][C]15.7[/C][C]16.3450980392157[/C][C]-0.645098039215686[/C][/ROW]
[ROW][C]234[/C][C]16.4[/C][C]15.5083333333333[/C][C]0.891666666666666[/C][/ROW]
[ROW][C]235[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]236[/C][C]13.9[/C][C]14.6733333333333[/C][C]-0.773333333333333[/C][/ROW]
[ROW][C]237[/C][C]17.3[/C][C]18.8[/C][C]-1.5[/C][/ROW]
[ROW][C]238[/C][C]15.6[/C][C]16.3450980392157[/C][C]-0.745098039215685[/C][/ROW]
[ROW][C]239[/C][C]11.6[/C][C]16.3450980392157[/C][C]-4.74509803921569[/C][/ROW]
[ROW][C]240[/C][C]18.6[/C][C]16.3450980392157[/C][C]2.25490196078432[/C][/ROW]
[ROW][C]241[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]242[/C][C]17[/C][C]17.5166666666667[/C][C]-0.516666666666666[/C][/ROW]
[ROW][C]243[/C][C]17[/C][C]17.5166666666667[/C][C]-0.516666666666666[/C][/ROW]
[ROW][C]244[/C][C]16[/C][C]17.5166666666667[/C][C]-1.51666666666667[/C][/ROW]
[ROW][C]245[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]246[/C][C]18[/C][C]17.5166666666667[/C][C]0.483333333333334[/C][/ROW]
[ROW][C]247[/C][C]17[/C][C]17.5166666666667[/C][C]-0.516666666666666[/C][/ROW]
[ROW][C]248[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]249[/C][C]16[/C][C]17.5166666666667[/C][C]-1.51666666666667[/C][/ROW]
[ROW][C]250[/C][C]12[/C][C]16.3450980392157[/C][C]-4.34509803921569[/C][/ROW]
[ROW][C]251[/C][C]19[/C][C]17.5166666666667[/C][C]1.48333333333333[/C][/ROW]
[ROW][C]252[/C][C]19[/C][C]17.5166666666667[/C][C]1.48333333333333[/C][/ROW]
[ROW][C]253[/C][C]21[/C][C]21.4055555555556[/C][C]-0.405555555555555[/C][/ROW]
[ROW][C]254[/C][C]21[/C][C]16.3450980392157[/C][C]4.65490196078431[/C][/ROW]
[ROW][C]255[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]256[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]257[/C][C]20[/C][C]21.4055555555556[/C][C]-1.40555555555556[/C][/ROW]
[ROW][C]258[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]259[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]260[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]261[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]262[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]263[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]264[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]265[/C][C]21[/C][C]21.4055555555556[/C][C]-0.405555555555555[/C][/ROW]
[ROW][C]266[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]267[/C][C]21[/C][C]16.3450980392157[/C][C]4.65490196078431[/C][/ROW]
[ROW][C]268[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]269[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]270[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]271[/C][C]19[/C][C]21.4055555555556[/C][C]-2.40555555555556[/C][/ROW]
[ROW][C]272[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]273[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]274[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]275[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]276[/C][C]22[/C][C]21.4055555555556[/C][C]0.594444444444445[/C][/ROW]
[ROW][C]277[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]278[/C][C]19[/C][C]21.4055555555556[/C][C]-2.40555555555556[/C][/ROW]
[ROW][C]279[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]280[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]281[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]282[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]283[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]284[/C][C]19[/C][C]21.4055555555556[/C][C]-2.40555555555556[/C][/ROW]
[ROW][C]285[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]286[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]287[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]288[/C][C]22[/C][C]21.4055555555556[/C][C]0.594444444444445[/C][/ROW]
[ROW][C]289[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]290[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]291[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]292[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]293[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]294[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]295[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]296[/C][C]20[/C][C]16.3450980392157[/C][C]3.65490196078431[/C][/ROW]
[ROW][C]297[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]298[/C][C]22[/C][C]21.4055555555556[/C][C]0.594444444444445[/C][/ROW]
[ROW][C]299[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]300[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]301[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]302[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]303[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]304[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]305[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]306[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]307[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]308[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]309[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]310[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]311[/C][C]25[/C][C]21.4055555555556[/C][C]3.59444444444444[/C][/ROW]
[ROW][C]312[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]313[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]314[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]315[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]316[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]317[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]318[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]319[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]320[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]321[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]322[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]323[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]324[/C][C]22[/C][C]21.4055555555556[/C][C]0.594444444444445[/C][/ROW]
[ROW][C]325[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]326[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]327[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]328[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]329[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]330[/C][C]13[/C][C]16.3450980392157[/C][C]-3.34509803921569[/C][/ROW]
[ROW][C]331[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]332[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]333[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]334[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]335[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]336[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]337[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]338[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]339[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]340[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]341[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]342[/C][C]13[/C][C]13.0846153846154[/C][C]-0.0846153846153843[/C][/ROW]
[ROW][C]343[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]344[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]345[/C][C]24[/C][C]21.4055555555556[/C][C]2.59444444444444[/C][/ROW]
[ROW][C]346[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]347[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]348[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]349[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]350[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]351[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]352[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]353[/C][C]17[/C][C]15.5136363636364[/C][C]1.48636363636364[/C][/ROW]
[ROW][C]354[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]355[/C][C]12[/C][C]16.3450980392157[/C][C]-4.34509803921569[/C][/ROW]
[ROW][C]356[/C][C]16[/C][C]14.6733333333333[/C][C]1.32666666666667[/C][/ROW]
[ROW][C]357[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]358[/C][C]15[/C][C]14.6733333333333[/C][C]0.326666666666666[/C][/ROW]
[ROW][C]359[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]360[/C][C]14[/C][C]14.6733333333333[/C][C]-0.673333333333334[/C][/ROW]
[ROW][C]361[/C][C]24[/C][C]21.4055555555556[/C][C]2.59444444444444[/C][/ROW]
[ROW][C]362[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]363[/C][C]13[/C][C]16.3450980392157[/C][C]-3.34509803921569[/C][/ROW]
[ROW][C]364[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]365[/C][C]18[/C][C]15.5136363636364[/C][C]2.48636363636364[/C][/ROW]
[ROW][C]366[/C][C]17[/C][C]15.5136363636364[/C][C]1.48636363636364[/C][/ROW]
[ROW][C]367[/C][C]21[/C][C]16.3450980392157[/C][C]4.65490196078431[/C][/ROW]
[ROW][C]368[/C][C]13[/C][C]16.3450980392157[/C][C]-3.34509803921569[/C][/ROW]
[ROW][C]369[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]370[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]371[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]372[/C][C]20[/C][C]16.3450980392157[/C][C]3.65490196078431[/C][/ROW]
[ROW][C]373[/C][C]15[/C][C]14.6733333333333[/C][C]0.326666666666666[/C][/ROW]
[ROW][C]374[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]375[/C][C]20[/C][C]15.5136363636364[/C][C]4.48636363636364[/C][/ROW]
[ROW][C]376[/C][C]13[/C][C]13.6307692307692[/C][C]-0.63076923076923[/C][/ROW]
[ROW][C]377[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]378[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]379[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]380[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]381[/C][C]14[/C][C]13.6307692307692[/C][C]0.36923076923077[/C][/ROW]
[ROW][C]382[/C][C]15[/C][C]14.6733333333333[/C][C]0.326666666666666[/C][/ROW]
[ROW][C]383[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]384[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]385[/C][C]15[/C][C]14.6733333333333[/C][C]0.326666666666666[/C][/ROW]
[ROW][C]386[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]387[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]388[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]389[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]390[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]391[/C][C]17[/C][C]14.6733333333333[/C][C]2.32666666666667[/C][/ROW]
[ROW][C]392[/C][C]13[/C][C]15.5136363636364[/C][C]-2.51363636363636[/C][/ROW]
[ROW][C]393[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]394[/C][C]14[/C][C]16.3450980392157[/C][C]-2.34509803921569[/C][/ROW]
[ROW][C]395[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]396[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]397[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]398[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]399[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]400[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]401[/C][C]11[/C][C]13.0846153846154[/C][C]-2.08461538461538[/C][/ROW]
[ROW][C]402[/C][C]13[/C][C]13.6307692307692[/C][C]-0.63076923076923[/C][/ROW]
[ROW][C]403[/C][C]20[/C][C]16.3450980392157[/C][C]3.65490196078431[/C][/ROW]
[ROW][C]404[/C][C]15[/C][C]13.6307692307692[/C][C]1.36923076923077[/C][/ROW]
[ROW][C]405[/C][C]14[/C][C]15.5136363636364[/C][C]-1.51363636363636[/C][/ROW]
[ROW][C]406[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]407[/C][C]13[/C][C]13.6307692307692[/C][C]-0.63076923076923[/C][/ROW]
[ROW][C]408[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]409[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]410[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]411[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]412[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]413[/C][C]14[/C][C]13.6307692307692[/C][C]0.36923076923077[/C][/ROW]
[ROW][C]414[/C][C]14[/C][C]14.6733333333333[/C][C]-0.673333333333334[/C][/ROW]
[ROW][C]415[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]416[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]417[/C][C]14[/C][C]13.0846153846154[/C][C]0.915384615384616[/C][/ROW]
[ROW][C]418[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]419[/C][C]17[/C][C]15.5136363636364[/C][C]1.48636363636364[/C][/ROW]
[ROW][C]420[/C][C]15[/C][C]15.5136363636364[/C][C]-0.513636363636364[/C][/ROW]
[ROW][C]421[/C][C]13[/C][C]13.0846153846154[/C][C]-0.0846153846153843[/C][/ROW]
[ROW][C]422[/C][C]14[/C][C]14.6733333333333[/C][C]-0.673333333333334[/C][/ROW]
[ROW][C]423[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]424[/C][C]15[/C][C]16.3450980392157[/C][C]-1.34509803921569[/C][/ROW]
[ROW][C]425[/C][C]19[/C][C]16.3450980392157[/C][C]2.65490196078431[/C][/ROW]
[ROW][C]426[/C][C]14[/C][C]13.6307692307692[/C][C]0.36923076923077[/C][/ROW]
[ROW][C]427[/C][C]13[/C][C]13.6307692307692[/C][C]-0.63076923076923[/C][/ROW]
[ROW][C]428[/C][C]18[/C][C]15.5136363636364[/C][C]2.48636363636364[/C][/ROW]
[ROW][C]429[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]430[/C][C]17[/C][C]15.5083333333333[/C][C]1.49166666666667[/C][/ROW]
[ROW][C]431[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]432[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]433[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]434[/C][C]16[/C][C]16.3450980392157[/C][C]-0.345098039215685[/C][/ROW]
[ROW][C]435[/C][C]16[/C][C]13.0846153846154[/C][C]2.91538461538462[/C][/ROW]
[ROW][C]436[/C][C]14[/C][C]15.5083333333333[/C][C]-1.50833333333333[/C][/ROW]
[ROW][C]437[/C][C]14[/C][C]13.0846153846154[/C][C]0.915384615384616[/C][/ROW]
[ROW][C]438[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]439[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]440[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]441[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]442[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]443[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]444[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]445[/C][C]18[/C][C]16.3450980392157[/C][C]1.65490196078431[/C][/ROW]
[ROW][C]446[/C][C]17[/C][C]16.3450980392157[/C][C]0.654901960784315[/C][/ROW]
[ROW][C]447[/C][C]13[/C][C]13.0846153846154[/C][C]-0.0846153846153843[/C][/ROW]
[ROW][C]448[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]449[/C][C]16[/C][C]15.5136363636364[/C][C]0.486363636363636[/C][/ROW]
[ROW][C]450[/C][C]11[/C][C]13.0846153846154[/C][C]-2.08461538461538[/C][/ROW]
[ROW][C]451[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]452[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]453[/C][C]14[/C][C]13.0846153846154[/C][C]0.915384615384616[/C][/ROW]
[ROW][C]454[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]455[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]456[/C][C]16[/C][C]15.5083333333333[/C][C]0.491666666666667[/C][/ROW]
[ROW][C]457[/C][C]15[/C][C]15.5083333333333[/C][C]-0.508333333333333[/C][/ROW]
[ROW][C]458[/C][C]17[/C][C]18.8[/C][C]-1.8[/C][/ROW]
[ROW][C]459[/C][C]20[/C][C]21.0461538461538[/C][C]-1.04615384615385[/C][/ROW]
[ROW][C]460[/C][C]17[/C][C]18.8[/C][C]-1.8[/C][/ROW]
[ROW][C]461[/C][C]14[/C][C]15.6821428571429[/C][C]-1.68214285714286[/C][/ROW]
[ROW][C]462[/C][C]16[/C][C]17.12[/C][C]-1.12[/C][/ROW]
[ROW][C]463[/C][C]20[/C][C]18.8[/C][C]1.2[/C][/ROW]
[ROW][C]464[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]465[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]466[/C][C]20[/C][C]18.8[/C][C]1.2[/C][/ROW]
[ROW][C]467[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]468[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]469[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]470[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]471[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]472[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]473[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]474[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]475[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]476[/C][C]17[/C][C]15.6821428571429[/C][C]1.31785714285714[/C][/ROW]
[ROW][C]477[/C][C]15[/C][C]17.12[/C][C]-2.12[/C][/ROW]
[ROW][C]478[/C][C]14[/C][C]14.925[/C][C]-0.925[/C][/ROW]
[ROW][C]479[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]480[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]481[/C][C]20[/C][C]21.0461538461538[/C][C]-1.04615384615385[/C][/ROW]
[ROW][C]482[/C][C]20[/C][C]21.0461538461538[/C][C]-1.04615384615385[/C][/ROW]
[ROW][C]483[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]484[/C][C]25[/C][C]21.0461538461538[/C][C]3.95384615384615[/C][/ROW]
[ROW][C]485[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]486[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]487[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]488[/C][C]17[/C][C]17.12[/C][C]-0.120000000000001[/C][/ROW]
[ROW][C]489[/C][C]14[/C][C]15.6821428571429[/C][C]-1.68214285714286[/C][/ROW]
[ROW][C]490[/C][C]20[/C][C]21.0461538461538[/C][C]-1.04615384615385[/C][/ROW]
[ROW][C]491[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]492[/C][C]15[/C][C]14.925[/C][C]0.0749999999999993[/C][/ROW]
[ROW][C]493[/C][C]22[/C][C]21.0461538461538[/C][C]0.953846153846154[/C][/ROW]
[ROW][C]494[/C][C]16[/C][C]17.12[/C][C]-1.12[/C][/ROW]
[ROW][C]495[/C][C]18[/C][C]17.12[/C][C]0.879999999999999[/C][/ROW]
[ROW][C]496[/C][C]22[/C][C]18.8[/C][C]3.2[/C][/ROW]
[ROW][C]497[/C][C]18[/C][C]15.6821428571429[/C][C]2.31785714285714[/C][/ROW]
[ROW][C]498[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]499[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]500[/C][C]16[/C][C]17.12[/C][C]-1.12[/C][/ROW]
[ROW][C]501[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]502[/C][C]17[/C][C]15.6821428571429[/C][C]1.31785714285714[/C][/ROW]
[ROW][C]503[/C][C]15[/C][C]15.6821428571429[/C][C]-0.682142857142857[/C][/ROW]
[ROW][C]504[/C][C]17[/C][C]15.6821428571429[/C][C]1.31785714285714[/C][/ROW]
[ROW][C]505[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]506[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]507[/C][C]19[/C][C]17.12[/C][C]1.88[/C][/ROW]
[ROW][C]508[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]509[/C][C]15[/C][C]14.925[/C][C]0.0749999999999993[/C][/ROW]
[ROW][C]510[/C][C]16[/C][C]14.925[/C][C]1.075[/C][/ROW]
[ROW][C]511[/C][C]16[/C][C]15.6821428571429[/C][C]0.317857142857143[/C][/ROW]
[ROW][C]512[/C][C]22[/C][C]18.1485714285714[/C][C]3.85142857142857[/C][/ROW]
[ROW][C]513[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]514[/C][C]13[/C][C]12.1038461538462[/C][C]0.896153846153846[/C][/ROW]
[ROW][C]515[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]516[/C][C]21[/C][C]21.0461538461538[/C][C]-0.046153846153846[/C][/ROW]
[ROW][C]517[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]518[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]519[/C][C]16[/C][C]18.1485714285714[/C][C]-2.14857142857143[/C][/ROW]
[ROW][C]520[/C][C]13[/C][C]15.4142857142857[/C][C]-2.41428571428571[/C][/ROW]
[ROW][C]521[/C][C]11[/C][C]12.1038461538462[/C][C]-1.10384615384615[/C][/ROW]
[ROW][C]522[/C][C]16[/C][C]18.1485714285714[/C][C]-2.14857142857143[/C][/ROW]
[ROW][C]523[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]524[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]525[/C][C]16[/C][C]18.1485714285714[/C][C]-2.14857142857143[/C][/ROW]
[ROW][C]526[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]527[/C][C]20[/C][C]21.0461538461538[/C][C]-1.04615384615385[/C][/ROW]
[ROW][C]528[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]529[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]530[/C][C]13[/C][C]12.1038461538462[/C][C]0.896153846153846[/C][/ROW]
[ROW][C]531[/C][C]21[/C][C]21.0461538461538[/C][C]-0.046153846153846[/C][/ROW]
[ROW][C]532[/C][C]15[/C][C]14.925[/C][C]0.0749999999999993[/C][/ROW]
[ROW][C]533[/C][C]8[/C][C]11.26[/C][C]-3.26[/C][/ROW]
[ROW][C]534[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]535[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]536[/C][C]18[/C][C]18.1485714285714[/C][C]-0.148571428571429[/C][/ROW]
[ROW][C]537[/C][C]18[/C][C]18.1485714285714[/C][C]-0.148571428571429[/C][/ROW]
[ROW][C]538[/C][C]16[/C][C]18.1485714285714[/C][C]-2.14857142857143[/C][/ROW]
[ROW][C]539[/C][C]18[/C][C]18.1485714285714[/C][C]-0.148571428571429[/C][/ROW]
[ROW][C]540[/C][C]11[/C][C]11.26[/C][C]-0.26[/C][/ROW]
[ROW][C]541[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]542[/C][C]12[/C][C]12.1038461538462[/C][C]-0.103846153846154[/C][/ROW]
[ROW][C]543[/C][C]12[/C][C]11.26[/C][C]0.74[/C][/ROW]
[ROW][C]544[/C][C]13[/C][C]12.1038461538462[/C][C]0.896153846153846[/C][/ROW]
[ROW][C]545[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]546[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]547[/C][C]13[/C][C]12.1038461538462[/C][C]0.896153846153846[/C][/ROW]
[ROW][C]548[/C][C]14[/C][C]12.1038461538462[/C][C]1.89615384615385[/C][/ROW]
[ROW][C]549[/C][C]10[/C][C]12.1038461538462[/C][C]-2.10384615384615[/C][/ROW]
[ROW][C]550[/C][C]13[/C][C]12.1038461538462[/C][C]0.896153846153846[/C][/ROW]
[ROW][C]551[/C][C]17[/C][C]18.1485714285714[/C][C]-1.14857142857143[/C][/ROW]
[ROW][C]552[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]553[/C][C]17[/C][C]15.4[/C][C]1.6[/C][/ROW]
[ROW][C]554[/C][C]11[/C][C]11.26[/C][C]-0.26[/C][/ROW]
[ROW][C]555[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]556[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]557[/C][C]9[/C][C]9.94[/C][C]-0.94[/C][/ROW]
[ROW][C]558[/C][C]15[/C][C]15.4[/C][C]-0.4[/C][/ROW]
[ROW][C]559[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]560[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]561[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]562[/C][C]17[/C][C]13.7887096774194[/C][C]3.21129032258064[/C][/ROW]
[ROW][C]563[/C][C]21[/C][C]18.1485714285714[/C][C]2.85142857142857[/C][/ROW]
[ROW][C]564[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]565[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]566[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]567[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]568[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]569[/C][C]15[/C][C]15.4[/C][C]-0.4[/C][/ROW]
[ROW][C]570[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]571[/C][C]12[/C][C]13.7887096774194[/C][C]-1.78870967741936[/C][/ROW]
[ROW][C]572[/C][C]19[/C][C]18.1485714285714[/C][C]0.85142857142857[/C][/ROW]
[ROW][C]573[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]574[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]575[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]576[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]577[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]578[/C][C]13[/C][C]11.26[/C][C]1.74[/C][/ROW]
[ROW][C]579[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]580[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]581[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]582[/C][C]14[/C][C]15.4[/C][C]-1.4[/C][/ROW]
[ROW][C]583[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]584[/C][C]11[/C][C]11.26[/C][C]-0.26[/C][/ROW]
[ROW][C]585[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]586[/C][C]12[/C][C]11.26[/C][C]0.74[/C][/ROW]
[ROW][C]587[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]588[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]589[/C][C]11[/C][C]9.94[/C][C]1.06[/C][/ROW]
[ROW][C]590[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]591[/C][C]16[/C][C]13.7887096774194[/C][C]2.21129032258064[/C][/ROW]
[ROW][C]592[/C][C]12[/C][C]11.26[/C][C]0.74[/C][/ROW]
[ROW][C]593[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]594[/C][C]16[/C][C]15.4[/C][C]0.6[/C][/ROW]
[ROW][C]595[/C][C]15[/C][C]15.4[/C][C]-0.4[/C][/ROW]
[ROW][C]596[/C][C]9[/C][C]9.94[/C][C]-0.94[/C][/ROW]
[ROW][C]597[/C][C]12[/C][C]9.94[/C][C]2.06[/C][/ROW]
[ROW][C]598[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]599[/C][C]10[/C][C]9.94[/C][C]0.0600000000000005[/C][/ROW]
[ROW][C]600[/C][C]9[/C][C]9.94[/C][C]-0.94[/C][/ROW]
[ROW][C]601[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]602[/C][C]13[/C][C]13.7887096774194[/C][C]-0.788709677419355[/C][/ROW]
[ROW][C]603[/C][C]15[/C][C]15.4142857142857[/C][C]-0.414285714285715[/C][/ROW]
[ROW][C]604[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]605[/C][C]14[/C][C]15.4142857142857[/C][C]-1.41428571428571[/C][/ROW]
[ROW][C]606[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]607[/C][C]13[/C][C]12.53[/C][C]0.470000000000001[/C][/ROW]
[ROW][C]608[/C][C]10[/C][C]10.8888888888889[/C][C]-0.88888888888889[/C][/ROW]
[ROW][C]609[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]610[/C][C]14[/C][C]12.53[/C][C]1.47[/C][/ROW]
[ROW][C]611[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]612[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]613[/C][C]12[/C][C]13.7887096774194[/C][C]-1.78870967741936[/C][/ROW]
[ROW][C]614[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]615[/C][C]13[/C][C]12.53[/C][C]0.470000000000001[/C][/ROW]
[ROW][C]616[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]617[/C][C]14[/C][C]12.53[/C][C]1.47[/C][/ROW]
[ROW][C]618[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]619[/C][C]16[/C][C]15.4[/C][C]0.6[/C][/ROW]
[ROW][C]620[/C][C]13[/C][C]12.53[/C][C]0.470000000000001[/C][/ROW]
[ROW][C]621[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]622[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]623[/C][C]15[/C][C]13.7887096774194[/C][C]1.21129032258064[/C][/ROW]
[ROW][C]624[/C][C]19[/C][C]15.4142857142857[/C][C]3.58571428571429[/C][/ROW]
[ROW][C]625[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]626[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]627[/C][C]13[/C][C]12.53[/C][C]0.470000000000001[/C][/ROW]
[ROW][C]628[/C][C]11[/C][C]10.8888888888889[/C][C]0.111111111111111[/C][/ROW]
[ROW][C]629[/C][C]12[/C][C]10.8888888888889[/C][C]1.11111111111111[/C][/ROW]
[ROW][C]630[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[ROW][C]631[/C][C]14[/C][C]13.7887096774194[/C][C]0.211290322580645[/C][/ROW]
[ROW][C]632[/C][C]12[/C][C]12.53[/C][C]-0.529999999999999[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=113916&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=113916&T=2

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
111.511.260.24
21112.1038461538462-1.10384615384615
310.512.1038461538462-1.60384615384615
4109.940.0600000000000005
58.59.94-1.44
61010.8888888888889-0.88888888888889
7109.940.0600000000000005
8811.26-3.26
9109.940.0600000000000005
101515.5136363636364-0.513636363636364
1115.515.5083333333333-0.00833333333333286
1220.521.4055555555556-0.905555555555555
1317.516.34509803921571.15490196078431
1417.515.51363636363641.98636363636364
1512.513.0846153846154-0.584615384615384
161412.531.47
171515.4142857142857-0.414285714285715
1818.515.41428571428573.08571428571429
1914.516.3450980392157-1.84509803921569
201415.5136363636364-1.51363636363636
2115.515.6821428571429-0.182142857142857
2215.515.6821428571429-0.182142857142857
231211.260.74
241313.7887096774194-0.788709677419355
251212.53-0.529999999999999
261212.53-0.529999999999999
271916.34509803921572.65490196078431
281515.6821428571429-0.682142857142857
291416.3450980392157-2.34509803921569
301415.5136363636364-1.51363636363636
3114.516.3450980392157-1.84509803921569
321916.34509803921572.65490196078431
331917.51666666666671.48333333333333
3420.516.34509803921574.15490196078431
351716.34509803921570.654901960784315
3616.516.34509803921570.154901960784315
371211.260.74
3813.513.7887096774194-0.288709677419355
391313.7887096774194-0.788709677419355
401110.88888888888890.111111111111111
4113.513.7887096774194-0.288709677419355
4212.512.53-0.0299999999999994
4313.514.6733333333333-1.17333333333333
441413.78870967741940.211290322580645
451615.40.6
4614.515.5083333333333-1.00833333333333
471816.34509803921571.65490196078431
481616.3450980392157-0.345098039215685
4914.514.6733333333333-0.173333333333334
501516.3450980392157-1.34509803921569
511311.261.74
5211.512.1038461538462-0.603846153846154
5314.515.4-0.9
5412.512.10384615384620.396153846153846
551213.7887096774194-1.78870967741936
561313.7887096774194-0.788709677419355
571110.88888888888890.111111111111111
581110.88888888888890.111111111111111
5916.515.68214285714290.817857142857143
601815.68214285714292.31785714285714
6116.517.12-0.620000000000001
621615.51363636363640.486363636363636
631413.78870967741940.211290322580645
6412.512.53-0.0299999999999994
651515.5083333333333-0.508333333333333
6619.516.34509803921573.15490196078431
6716.515.51363636363640.986363636363636
6818.516.34509803921572.15490196078431
691413.63076923076920.36923076923077
701313.7887096774194-0.788709677419355
719.59.94-0.440000000000000
7215.516.3450980392157-0.845098039215685
731415.5136363636364-1.51363636363636
741112.1038461538462-1.10384615384615
751413.63076923076920.36923076923077
761111.26-0.26
7716.517.12-0.620000000000001
781615.50833333333330.491666666666667
7916.516.34509803921570.154901960784315
802116.34509803921574.65490196078431
811718.1485714285714-1.14857142857143
821818.1485714285714-0.148571428571429
831415.4-1.4
8414.513.78870967741940.711290322580645
851615.40.6
8615.513.78870967741941.71129032258064
8715.516.3450980392157-0.845098039215685
8814.516.3450980392157-1.84509803921569
891921.4055555555556-2.40555555555556
9014.516.3450980392157-1.84509803921569
911416.3450980392157-2.34509803921569
921514.67333333333330.326666666666666
931616.3450980392157-0.345098039215685
941617.12-1.12
9519.521.0461538461538-1.54615384615385
9611.512.53-1.03
971413.78870967741940.211290322580645
9813.513.7887096774194-0.288709677419355
992118.14857142857142.85142857142857
1001918.14857142857140.85142857142857
1011918.14857142857140.85142857142857
10213.515.6821428571429-2.18214285714286
1031212.1038461538462-0.103846153846154
1041716.34509803921570.654901960784315
1051615.50833333333330.491666666666667
10613.514.6733333333333-1.17333333333333
10716.516.34509803921570.154901960784315
10814.515.6821428571429-1.18214285714286
1091515.5136363636364-0.513636363636364
1101718.8-1.8
11113.513.08461538461540.415384615384616
11217.517.5166666666667-0.0166666666666657
11316.916.34509803921570.554901960784314
11414.915.5136363636364-0.613636363636363
11515.316.3450980392157-1.04509803921568
1161313.7887096774194-0.788709677419355
11713.913.78870967741940.111290322580645
11812.813.7887096774194-0.988709677419354
11914.515.6821428571429-1.18214285714286
12017.617.120.48
12122.221.40555555555560.794444444444444
12222.121.40555555555560.694444444444446
12317.718.1485714285714-0.44857142857143
12416.218.1485714285714-1.94857142857143
12517.817.120.68
1261716.34509803921570.654901960784315
12716.416.34509803921570.0549019607843135
12815.715.68214285714290.0178571428571423
12913.213.7887096774194-0.588709677419356
13016.715.41.3
13112.112.53-0.43
1321515.4-0.4
1331412.10384615384621.89615384615385
13414.816.3450980392157-1.54509803921568
13518.617.51666666666671.08333333333334
13616.816.34509803921570.454901960784316
13712.513.7887096774194-1.28870967741936
13813.713.7887096774194-0.0887096774193559
13916.918.1485714285714-1.24857142857143
14017.718.1485714285714-0.44857142857143
14111.19.941.16
14211.411.260.140000000000001
14314.513.78870967741940.711290322580645
14414.516.3450980392157-1.84509803921569
14518.216.34509803921571.85490196078431
14615.816.3450980392157-0.545098039215684
14715.916.3450980392157-0.445098039215685
14816.416.34509803921570.0549019607843135
14914.515.5083333333333-1.00833333333333
15012.813.6307692307692-0.83076923076923
15121.521.40555555555560.094444444444445
15214.416.3450980392157-1.94509803921568
15318.616.34509803921572.25490196078432
15413.212.10384615384621.09615384615384
15512.812.10384615384620.696153846153846
15618.217.121.08000000000000
15715.817.12-1.32
15817.218.1485714285714-0.94857142857143
15917.217.120.0799999999999983
16016.717.12-0.420000000000002
16118.718.14857142857140.55142857142857
16213.212.10384615384621.09615384615384
16313.415.4142857142857-2.01428571428571
16413.713.7887096774194-0.0887096774193559
16516.516.34509803921570.154901960784315
16614.714.67333333333330.0266666666666655
16714.516.3450980392157-1.84509803921569
16817.616.34509803921571.25490196078432
16915.915.50833333333330.391666666666667
17013.614.925-1.325
17115.814.9250.875
17214.916.3450980392157-1.44509803921568
17316.616.34509803921570.254901960784316
17418.217.121.08000000000000
17517.316.34509803921570.954901960784316
17616.615.68214285714290.917857142857144
17715.413.78870967741941.61129032258065
17813.213.7887096774194-0.588709677419356
17915.213.78870967741941.41129032258064
18014.313.78870967741940.511290322580646
1811514.9250.0749999999999993
1821416.3450980392157-2.34509803921569
18315.216.3450980392157-1.14509803921569
1841516.3450980392157-1.34509803921569
18524.821.04615384615383.75384615384615
18622.218.14857142857144.05142857142857
18714.916.3450980392157-1.44509803921568
18819.216.34509803921572.85490196078431
1891615.51363636363640.486363636363636
19011.313.0846153846154-1.78461538461538
19113.215.5136363636364-2.31363636363636
19214.716.3450980392157-1.64509803921569
19315.516.3450980392157-0.845098039215685
19416.416.34509803921570.0549019607843135
19518.116.34509803921571.75490196078432
19620.118.81.3
19715.816.3450980392157-0.545098039215684
19815.515.5136363636364-0.0136363636363637
1991515.5136363636364-0.513636363636364
20015.216.3450980392157-1.14509803921569
20114.415.5083333333333-1.10833333333333
20219.216.34509803921572.85490196078431
20319.921.0461538461538-1.14615384615385
20413.816.3450980392157-2.54509803921568
20515.316.3450980392157-1.04509803921568
20615.116.3450980392157-1.24509803921569
20715.716.3450980392157-0.645098039215686
20816.416.34509803921570.0549019607843135
20912.613.6307692307692-1.03076923076923
21012.916.3450980392157-3.44509803921568
21116.416.34509803921570.0549019607843135
21216.117.5166666666667-1.41666666666666
21319.416.34509803921573.05490196078431
21417.316.34509803921570.954901960784316
21514.916.3450980392157-1.44509803921568
21616.216.3450980392157-0.145098039215686
21714.216.3450980392157-2.14509803921569
21814.813.63076923076921.16923076923077
21920.421.0461538461538-0.646153846153847
22013.813.08461538461540.715384615384616
22115.815.68214285714290.117857142857144
22217.117.12-0.0199999999999996
22316.618.1485714285714-1.54857142857143
22418.616.34509803921572.25490196078432
2251816.34509803921571.65490196078431
2261616.3450980392157-0.345098039215685
2271815.51363636363642.48636363636364
22815.316.3450980392157-1.04509803921568
22917.616.34509803921571.25490196078432
23014.716.3450980392157-1.64509803921569
23114.516.3450980392157-1.84509803921569
23214.516.3450980392157-1.84509803921569
23315.716.3450980392157-0.645098039215686
23416.415.50833333333330.891666666666666
2351717.12-0.120000000000001
23613.914.6733333333333-0.773333333333333
23717.318.8-1.5
23815.616.3450980392157-0.745098039215685
23911.616.3450980392157-4.74509803921569
24018.616.34509803921572.25490196078432
2411816.34509803921571.65490196078431
2421717.5166666666667-0.516666666666666
2431717.5166666666667-0.516666666666666
2441617.5166666666667-1.51666666666667
2451916.34509803921572.65490196078431
2461817.51666666666670.483333333333334
2471717.5166666666667-0.516666666666666
2481416.3450980392157-2.34509803921569
2491617.5166666666667-1.51666666666667
2501216.3450980392157-4.34509803921569
2511917.51666666666671.48333333333333
2521917.51666666666671.48333333333333
2532121.4055555555556-0.405555555555555
2542116.34509803921574.65490196078431
2551516.3450980392157-1.34509803921569
2561416.3450980392157-2.34509803921569
2572021.4055555555556-1.40555555555556
2581616.3450980392157-0.345098039215685
2591416.3450980392157-2.34509803921569
2601416.3450980392157-2.34509803921569
2611416.3450980392157-2.34509803921569
2621416.3450980392157-2.34509803921569
2631516.3450980392157-1.34509803921569
2641716.34509803921570.654901960784315
2652121.4055555555556-0.405555555555555
2661916.34509803921572.65490196078431
2672116.34509803921574.65490196078431
2681616.3450980392157-0.345098039215685
2691516.3450980392157-1.34509803921569
2701616.3450980392157-0.345098039215685
2711921.4055555555556-2.40555555555556
2721816.34509803921571.65490196078431
2731516.3450980392157-1.34509803921569
2741916.34509803921572.65490196078431
2751516.3450980392157-1.34509803921569
2762221.40555555555560.594444444444445
2771616.3450980392157-0.345098039215685
2781921.4055555555556-2.40555555555556
2791616.3450980392157-0.345098039215685
2801516.3450980392157-1.34509803921569
2811716.34509803921570.654901960784315
2821616.3450980392157-0.345098039215685
2831616.3450980392157-0.345098039215685
2841921.4055555555556-2.40555555555556
2851616.3450980392157-0.345098039215685
2861916.34509803921572.65490196078431
2871816.34509803921571.65490196078431
2882221.40555555555560.594444444444445
2891616.3450980392157-0.345098039215685
2901916.34509803921572.65490196078431
2911716.34509803921570.654901960784315
2921716.34509803921570.654901960784315
2931516.3450980392157-1.34509803921569
2941816.34509803921571.65490196078431
2951916.34509803921572.65490196078431
2962016.34509803921573.65490196078431
2971616.3450980392157-0.345098039215685
2982221.40555555555560.594444444444445
2991716.34509803921570.654901960784315
3001616.3450980392157-0.345098039215685
3011816.34509803921571.65490196078431
3021916.34509803921572.65490196078431
3031616.3450980392157-0.345098039215685
3041415.5136363636364-1.51363636363636
3051415.5136363636364-1.51363636363636
3061516.3450980392157-1.34509803921569
3071516.3450980392157-1.34509803921569
3081716.34509803921570.654901960784315
3091716.34509803921570.654901960784315
3101516.3450980392157-1.34509803921569
3112521.40555555555563.59444444444444
3121516.3450980392157-1.34509803921569
3131516.3450980392157-1.34509803921569
3141716.34509803921570.654901960784315
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6171412.531.47
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6301212.53-0.529999999999999
6311413.78870967741940.211290322580645
6321212.53-0.529999999999999


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = kendall ;
Parameters (R input):
par1 = 5 ; par2 = none ; par3 = 3 ; par4 = no ;
R code (references can be found in the software module):
library(party)
library(Hmisc)
par1 <- as.numeric(par1)
par3 <- as.numeric(par3)
x <- data.frame(t(y))
is.data.frame(x)
x <- x[!is.na(x[,par1]),]
k <- length(x[1,])
n <- length(x[,1])
colnames(x)[par1]
x[,par1]
if (par2 == 'kmeans') {
cl <- kmeans(x[,par1], par3)
print(cl)
clm <- matrix(cbind(cl$centers,1:par3),ncol=2)
clm <- clm[sort.list(clm[,1]),]
for (i in 1:par3) {
cl$cluster[cl$cluster==clm[i,2]] <- paste('C',i,sep='')
}
cl$cluster <- as.factor(cl$cluster)
print(cl$cluster)
x[,par1] <- cl$cluster
}
if (par2 == 'quantiles') {
x[,par1] <- cut2(x[,par1],g=par3)
}
if (par2 == 'hclust') {
hc <- hclust(dist(x[,par1])^2, 'cen')
print(hc)
memb <- cutree(hc, k = par3)
dum <- c(mean(x[memb==1,par1]))
for (i in 2:par3) {
dum <- c(dum, mean(x[memb==i,par1]))
}
hcm <- matrix(cbind(dum,1:par3),ncol=2)
hcm <- hcm[sort.list(hcm[,1]),]
for (i in 1:par3) {
memb[memb==hcm[i,2]] <- paste('C',i,sep='')
}
memb <- as.factor(memb)
print(memb)
x[,par1] <- memb
}
if (par2=='equal') {
ed <- cut(as.numeric(x[,par1]),par3,labels=paste('C',1:par3,sep=''))
x[,par1] <- as.factor(ed)
}
table(x[,par1])
colnames(x)
colnames(x)[par1]
x[,par1]
if (par2 == 'none') {
m <- ctree(as.formula(paste(colnames(x)[par1],' ~ .',sep='')),data = x)
}
load(file='createtable')
if (par2 != 'none') {
m <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data = x)
if (par4=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'10-Fold Cross Validation',3+2*par3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
a<-table.element(a,'Prediction (training)',par3+1,TRUE)
a<-table.element(a,'Prediction (testing)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Actual',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
a<-table.row.end(a)
for (i in 1:10) {
ind <- sample(2, nrow(x), replace=T, prob=c(0.9,0.1))
m.ct <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data =x[ind==1,])
if (i==1) {
m.ct.i.pred <- predict(m.ct, newdata=x[ind==1,])
m.ct.i.actu <- x[ind==1,par1]
m.ct.x.pred <- predict(m.ct, newdata=x[ind==2,])
m.ct.x.actu <- x[ind==2,par1]
} else {
m.ct.i.pred <- c(m.ct.i.pred,predict(m.ct, newdata=x[ind==1,]))
m.ct.i.actu <- c(m.ct.i.actu,x[ind==1,par1])
m.ct.x.pred <- c(m.ct.x.pred,predict(m.ct, newdata=x[ind==2,]))
m.ct.x.actu <- c(m.ct.x.actu,x[ind==2,par1])
}
}
print(m.ct.i.tab <- table(m.ct.i.actu,m.ct.i.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.i.tab[i,i] / sum(m.ct.i.tab[i,]))
numer <- numer + m.ct.i.tab[i,i]
}
print(m.ct.i.cp <- numer / sum(m.ct.i.tab))
print(m.ct.x.tab <- table(m.ct.x.actu,m.ct.x.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.x.tab[i,i] / sum(m.ct.x.tab[i,]))
numer <- numer + m.ct.x.tab[i,i]
}
print(m.ct.x.cp <- numer / sum(m.ct.x.tab))
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (jjj in 1:par3) a<-table.element(a,m.ct.i.tab[i,jjj])
a<-table.element(a,round(m.ct.i.tab[i,i]/sum(m.ct.i.tab[i,]),4))
for (jjj in 1:par3) a<-table.element(a,m.ct.x.tab[i,jjj])
a<-table.element(a,round(m.ct.x.tab[i,i]/sum(m.ct.x.tab[i,]),4))
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,'Overall',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.i.cp,4))
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.x.cp,4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
}
}
m
bitmap(file='test1.png')
plot(m)
dev.off()
bitmap(file='test1a.png')
plot(x[,par1] ~ as.factor(where(m)),main='Response by Terminal Node',xlab='Terminal Node',ylab='Response')
dev.off()
if (par2 == 'none') {
forec <- predict(m)
result <- as.data.frame(cbind(x[,par1],forec,x[,par1]-forec))
colnames(result) <- c('Actuals','Forecasts','Residuals')
print(result)
}
if (par2 != 'none') {
print(cbind(as.factor(x[,par1]),predict(m)))
myt <- table(as.factor(x[,par1]),predict(m))
print(myt)
}
bitmap(file='test2.png')
if(par2=='none') {
op <- par(mfrow=c(2,2))
plot(density(result$Actuals),main='Kernel Density Plot of Actuals')
plot(density(result$Residuals),main='Kernel Density Plot of Residuals')
plot(result$Forecasts,result$Actuals,main='Actuals versus Predictions',xlab='Predictions',ylab='Actuals')
plot(density(result$Forecasts),main='Kernel Density Plot of Predictions')
par(op)
}
if(par2!='none') {
plot(myt,main='Confusion Matrix',xlab='Actual',ylab='Predicted')
}
dev.off()
if (par2 == 'none') {
detcoef <- cor(result$Forecasts,result$Actuals)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goodness of Fit',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.element(a,round(detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'R-squared',1,TRUE)
a<-table.element(a,round(detcoef*detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'RMSE',1,TRUE)
a<-table.element(a,round(sqrt(mean((result$Residuals)^2)),4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Actuals, Predictions, and Residuals',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Actuals',header=TRUE)
a<-table.element(a,'Forecasts',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(result$Actuals)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,result$Actuals[i])
a<-table.element(a,result$Forecasts[i])
a<-table.element(a,result$Residuals[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if (par2 != 'none') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Confusion Matrix (predicted in columns / actuals in rows)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
for (i in 1:par3) {
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (j in 1:par3) {
a<-table.element(a,myt[i,j])
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}