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Author

*The author of this computation has been verified*

R Software Module

rwasp_regression_trees1.wasp

Title produced by software

Recursive Partitioning (Regression Trees)

Date of computation

Fri, 10 Dec 2010 14:56:00 +0000

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/10/t1291992835arvf93eds1aqwjw.htm/, Retrieved Mon, 29 Apr 2024 09:10:10 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=107748, Retrieved Mon, 29 Apr 2024 09:10:10 +0000

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IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

143

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]
-   PD  [Recursive Partitioning (Regression Trees)] [WS10] [2010-12-10 13:12:32] [c7506ced21a6c0dca45d37c8a93c80e0]
-   P       [Recursive Partitioning (Regression Trees)] [WS10 - PR] [2010-12-10 14:56:00] [cfd788255f1b1b5389e58d7f218c70bf] [Current]
F             [Recursive Partitioning (Regression Trees)] [w10] [2010-12-14 09:11:51] [247f085ab5b7724f755ad01dc754a3e8] 

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Dataseries X:

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3.66356	7.74414	-4.4	4.2	0	18	19	116
3.04452	8.03398	-5.7	4.8	-0.3	69.1	9	506
3.71357	4.70048	-13.5	4.3	0.2	80	3	95
2.94444	7.5251	1.4	3	0.1	177	22	161
4.06044	7.7626	4.1	5.6	1.1	287	7	80
3.68888	7.88683	5.8	2.3	-0.1	200	9	33
3.3322	7.81521	2.7	1.9	0.4	228	7	129
3.3673	7.77779	7.1	8.9	0.2	220	15	155
2.07944	6.89163	4.1	2	0.1	183	9	132
1.94591	7.6774	1.1	5.2	0.1	43.1	10	480
3.3322	5.71373	-9	3.4	0	80	6	98
3.21888	8.33471	1.6	4.4	-0.3	78.1	16	558
1.09861	4.65396	-0.4	5.7	0.8	267	3	121
5.3845	7.38895	-4.8	6	0	81	20	122
3.93183	7.81763	-0.9	1.4	-0.3	236	15	51
3.3673	4.96981	-0.5	0.6	1.7	341.1	4	552
2.83321	7.80384	-1	1.8	0	16	7	150
3.04452	7.62168	-2.3	5.2	-0.1	66.1	12	428
2.99573	5.21494	5.8	2.6	-0.2	68.8	3	582
4.21951	7.64204	5.1	2.2	1.1	199	18	538
3.04452	7.77149	10.8	2.4	-1.5	329.8	13	579
3.7612	8.31385	12.2	4	-2.8	230.4	17	572
3.58352	7.63964	-2.8	2.1	-1.6	210.2	11	512
2.48491	7.05531	11.2	3.3	2.3	302.8	23	604
2.48491	7.38275	13.6	0.6	-0.8	159.8	11	602
3.3322	7.56786	-12.3	3.7	-0.2	70	12	460
3.13549	7.92226	4.2	1.4	0.2	161	7	127
2.07944	7.38771	-2.8	4.5	0.1	53.3	21	417
3.68888	7.4793	3.4	7.2	0.5	209.1	12	477
2.99573	3.97029	-11.7	2.7	1.7	81	4	87
3.98898	8.05102	-2.5	3.2	0.1	83	9	51
3.04452	6.67834	3.9	4.8	-0.6	66.8	8	573
3.55535	7.34601	3	1.4	1	200	21	177
1.79176	7.54062	0	6.1	-0.2	207.5	19	489
3.04452	4.82028	-2.6	2.1	0.7	72.8	4	530
2.56495	7.80057	1	2.2	0	99	7	65
4.36945	7.41878	-0.2	1.1	3.2	138	22	49
3.46574	7.96032	7.7	4.8	-0.2	66	17	196
4.60517	8.23669	10.7	5.3	-0.9	205	17	192
3.09104	8.30721	9.3	7.3	-0.5	206	17	212
4.15888	8.26333	9.5	5	-0.9	208	17	208
1.79176	7.50329	1.6	4.5	0.1	117	19	62
2.48491	6.49527	-3.4	0.5	1.1	217	6	135
3.21888	7.74414	-1.3	4.2	-0.2	59	15	149
3.73767	6.75577	-3.2	2.6	0.6	70.5	21	398
4.2485	6.51915	-1.8	2.3	1.1	81	23	174
3.8712	4.77068	-0.5	0.5	0.7	358	4	402
4.00733	7.88721	7.6	4	-0.6	180	13	208
2.94444	5.42053	3.4	2.9	0.4	74.7	3	567
3.09104	3.80666	7.4	3.2	-0.1	225	3	205
1.94591	4.8752	-3.5	3.8	-0.1	60.5	3	418
3.52636	8.25088	19.8	4.8	-1.9	260	17	206
3.8712	7.85516	16.3	3.4	-0.1	225.3	20	605
2.99573	8.25427	-7.3	5	0	60	8	506
4.07754	7.36201	-0.6	0.8	1.1	88.3	21	422
3.21888	7.59388	-0.4	4.5	-0.2	64.6	13	430
3.49651	8.35208	17.8	5	-2.5	219.6	16	599
3.2581	4.62497	-1.9	2.2	2.2	268	4	172
2.99573	7.39879	-10	3.8	-0.1	78.4	20	449
2.70805	6.48616	-1.3	2.9	0.7	63.3	24	397
3.09104	6.20456	4.7	1.5	1.1	104.4	1	588
4.06044	7.64348	0.3	1.5	-0.3	172	13	130
3.61092	7.59337	8.8	2.2	0	186	21	577
2.56495	6.43455	-9.3	3.6	0.1	71.2	9	450
1.60944	7.00033	-2.4	5.8	0	61	22	418
5.0876	7.49499	2.9	1.2	2.1	271.1	21	543
2.30259	7.80221	2.5	5	0.1	135	7	128
3.2581	7.55276	13.4	3.9	0.3	216.8	19	606
3.66356	6.82979	-15.5	3.1	0.2	70.3	22	460
3.04452	7.49053	-1.6	2.2	-0.9	211.7	12	501
3.4012	7.59035	0.1	2.6	-0.1	73	11	66
3.04452	5.51745	-2.8	0.5	2.2	5	5	155
3.4012	8.18619	-0.9	1.3	0.6	57	8	67
3.55535	5.95842	-10.3	1.2	2.5	86	24	86
3.97029	7.55276	-4.1	0.7	-0.7	264.8	13	401
4.72739	7.77022	-3.8	4.9	-0.2	68	7	166
4.30407	7.99834	8.2	5.6	-0.6	210	15	212
2.56495	7.15305	-4.8	4.7	-0.1	74.6	23	441
3.78419	7.95997	-4.3	6	0.1	18	13	82
4.95583	6.57508	6.2	1.3	1.1	226	24	200
3.66356	7.88231	3.3	5.8	-0.1	46.9	19	557
5.26786	7.43603	-1	1.8	1.4	89	20	44
3.46574	4.95583	-4	1.7	1	65	2	165
2.07944	5.1299	7.8	1.6	1.7	184.3	4	604
3.3673	7.20638	-5.3	1.8	-0.2	80	13	451
3.29584	7.46107	2.2	3.1	0.1	62.3	13	470
2.19722	7.53209	14.8	4.2	-4.5	227.7	11	588
3.43399	8.13359	-4.8	1.5	0	196	17	100
3.2581	6.91771	12.8	1	0.3	103.5	24	602
2.83321	7.12206	-3.2	4.6	-0.1	62.2	12	427
3.63759	8.2845	0.7	0.8	-0.8	86	8	541
2.70805	7.56528	3.5	6.9	0.2	204.4	15	482
2.99573	7.65112	-6.8	2.2	-0.4	78.8	16	517
4.00733	7.67183	8.3	0.7	-1.3	206.2	14	532
3.43399	6.31173	-19	2.3	0.8	60.9	8	461
0.69315	7.0775	7	4	-0.2	54.3	10	578
3.52636	7.34148	-14.6	1.6	-0.4	228.9	14	457
2.63906	7.96346	3.6	3.2	1.2	268	18	42
1.94591	7.35116	3.5	1.9	0.2	215	20	107
3.71357	7.54115	5.2	0.9	-1	280	11	155
2.83321	6.64249	-8.3	2.6	0.2	60	23	85
3.43399	7.56579	0.6	3.8	-0.4	64.6	12	507
3.29584	8.1806	-0.5	0.7	-0.2	248	15	124
3.17805	7.60738	1	2.4	-0.1	192	13	38
4.81218	7.54327	-8	0.6	0.5	88	13	94
4.63473	8.20985	-3	1.5	2.7	89.6	8	470
3.04452	5.76205	5	3.2	0	58	6	195
3.8712	6.91274	-5.1	0.8	1.4	241	23	137
3.68888	8.19781	0.2	2.4	0.5	80	8	72
4.33073	7.6024	12.9	5.6	-0.8	46	13	188
4.61512	7.54327	2.6	2.6	-1.9	243	11	45
4.43082	7.70661	7.8	8	-1.2	33.7	13	556
3.4012	5.54518	-0.7	2	-0.3	254	1	542
2.48491	7.68432	7.7	1.5	-0.1	89	16	209
3.29584	7.90064	1.5	1.3	0.9	334.7	18	422
2.94444	7.76684	15.8	3.2	-0.2	125.5	17	595
3.3673	7.97797	4.3	5.7	-1	232	9	156
2.89037	7.89767	8.1	6.4	-0.5	199.4	7	577
4.90527	8.24065	11.6	6	-1.3	213	16	193
2.63906	7.07581	2.8	3.2	0.3	223	10	69
3.29584	7.7424	-4.4	4.9	-0.1	23	10	82
3.71357	6.97915	-5.1	3.3	1.4	81	23	98
4.39445	8.27741	2	2.5	-0.3	207.2	16	536
3.82864	8.01268	10	4.8	-0.5	83.2	9	600
2.56495	5.78996	1.1	4	-0.1	79	3	70
3.3322	7.45934	6.1	2.5	0	92	22	210
3.13549	6.22851	0.1	1.9	1.1	208.8	6	538
0.69315	6.45362	-2.6	4.9	0.2	38.3	23	405
4.00733	7.7178	7.9	0.4	0.5	276	19	184
3.2581	7.92696	4.8	9.4	0.6	204	14	474
3.2581	6.56244	2.6	2.8	-0.7	224.1	8	545
4.84419	8.17273	-9.6	1.1	1.3	191	16	94
2.63906	5.1299	-1.5	2.5	-0.1	245.1	4	510
1.38629	4.54329	3.8	5.8	0.7	201.9	3	473
3.2581	5.71043	1.8	2.7	0.9	181.9	1	527
2.30259	8.19257	-0.7	4.1	0.6	252	8	121
3.09104	5.00395	3.6	2.7	1.2	344.7	4	533
2.94444	7.39817	3.9	6.2	0.7	206	20	155
3.4012	6.63988	4.7	3.6	0	59	24	196
2.99573	6.29342	-2.5	4.9	-0.2	84	7	167
3.82864	7.4378	-9.9	4.5	-0.1	55	11	89
2.30259	7.7977	1.7	2	0.3	38	15	63
4.29046	7.33629	-12.8	3.5	0	79	19	97
4.41884	7.51589	4.3	2.1	0.6	32.3	20	555
3.3673	7.70841	2.1	3.1	0	79	10	64
2.30259	4.64439	-2.2	4.9	-0.1	77	2	114
3.98898	7.77402	3.3	1.8	-0.3	220	10	155
4.12713	5.05625	5.6	3.5	-0.1	78	4	184
3.68888	5.86363	-0.6	0.6	1.7	142	1	79
2.30259	5.52943	3.4	4.7	0.8	220.1	5	474
3.29584	7.91754	0.2	2.8	0.4	335	15	53
3.13549	6.74052	-6.4	2.8	-0.1	77	22	84
2.07944	6.53669	8	1.9	-0.2	54.6	8	578
5.25227	7.82844	3.6	0.8	1.5	87.7	19	529
3.78419	7.74846	-13.4	4	0.2	74.1	13	448
3.97029	5.71043	-2.1	1.3	1.8	87.8	1	485
2.99573	5.64897	-8.7	4.3	-0.2	74.5	1	450
2.56495	6.42972	1.6	1.3	1	58	8	76
3.21888	6.51323	-3.9	2.8	0.4	71.3	8	398
1.38629	7.93057	1.4	2.5	0.2	210.5	19	525
3.13549	7.59337	3.3	4.2	1.2	235	20	138
4.06044	7.19818	3	1.8	1.1	191	22	192
4.27667	8.23377	7.2	3.8	-0.2	31	15	173
3.49651	8.13212	-1.7	1.5	-0.1	68	8	515
3.21888	7.87284	0.8	5	0.1	76.2	19	514
4.07754	7.53102	0.1	3.5	1.2	66.3	20	397
4.20469	7.49276	4.5	6.6	-0.1	210	12	156
4.18965	5.65599	0.3	1.5	1.7	303.4	1	529
2.48491	7.07327	-0.9	1.6	-0.5	256.5	9	510
1.09861	6.33683	2.2	2.8	0.1	142	1	63
2.48491	7.21229	-0.6	2.1	0.1	60	21	134
2.48491	7.86978	3.2	2.6	1.3	286	20	42
0.69315	7.84031	4.1	2.7	0.2	175	19	56
4.34381	7.98344	-4.8	0.8	1.1	230.1	17	445
2.63906	7.03086	7.1	1.6	0.5	66.4	22	593
3.29584	7.90175	-4.4	3.8	0.1	15	9	82
4.17439	7.72223	7.1	3.9	-0.9	90	10	197
3.71357	8.19451	0	0.8	-0.3	254.2	16	500
4.02535	7.84698	11.6	4.2	-2.7	247	14	200
4.85203	7.58731	3.1	2.2	-3.4	227	11	148
4.64439	6.47235	1.5	1.2	1.3	101	24	191
3.63759	7.74932	15	7.3	-2.2	229.9	14	584
3.4012	8.12711	3.6	4.9	1.2	238	18	138
1.79176	5.68358	5.7	1.9	0.3	49	6	189
4.11087	7.58274	3.4	6.9	-0.1	194.9	11	548
3.3673	8.01434	10.1	2.4	-0.3	44	17	189
4.44265	7.65539	-2.4	2.6	0.7	78.3	18	398
2.77259	7.83716	0.2	4.5	0	80	7	157
3.71357	6.9921	-15	3.3	0.6	66	23	462
5.17048	8.08209	5.2	7.2	-1.3	202.7	14	537
3.09104	7.85554	4.1	3.4	0.1	79	7	170
2.70805	7.68064	6.3	9.4	0.2	248	16	160
4.11087	7.5438	8.7	4	-1.2	216.3	14	538
4.79579	8.30598	2.4	4.2	-0.7	65.1	8	556
2.3979	5.95324	-5.3	1	2.2	60	9	77
2.99573	6.2634	2.5	4.3	-0.1	79	24	69
3.13549	8.25036	9.3	5.4	-0.8	213	16	212
3.43399	7.61776	-5.6	3.1	-0.5	77.4	11	519
3.4012	7.44425	5.6	7	1	248.1	12	471
3.09104	7.87169	-1.7	0.5	0	218	18	51
4.45435	7.64492	-5.6	4.9	-0.1	56.7	7	409
4.18965	7.46851	-3.5	0.7	0.2	165.1	20	520
3.73767	8.18256	-11.2	3.7	0.2	78	16	96
4.20469	5.10595	-11.9	0.6	0.8	286.5	4	489
2.56495	5.79301	2.1	2.6	3.1	241	1	32
2.56495	7.14125	1	4.5	1.3	232	21	145
4.85981	7.69303	8.8	3.6	-2.5	85.4	12	547
5.25227	7.23056	-4.6	6.5	0.1	80	21	122
2.63906	6.0845	-5.8	2	-0.3	107.5	1	518
3.13549	5.72031	1	1.8	0.6	92	3	76
1.94591	6.81892	0.1	1.7	-0.1	214	11	112
3.4012	5.67332	-1.9	0.9	3.7	109.2	5	397
4.72739	8.26178	1	3.4	1.3	248	8	43
3.3673	5.92959	2.1	3.8	0.5	64.2	1	531
3.2581	7.53262	6.1	2.5	-0.1	182.5	21	572
3.73767	8.11761	0.2	0.8	0.9	11	16	113
1.79176	7.98446	1.9	5.8	0.2	9	9	80
4.06044	7.7463	11.8	6	-0.7	212.7	14	582
3.91202	8.19229	-4.4	1.5	0.5	87.9	8	423
0.69315	6.43294	1.9	2.4	0.1	133	24	62
1.60944	5.2832	8.6	1.8	1.5	242	3	34
4.46591	8.22336	9.1	9.4	-0.5	39.4	16	556
3.17805	7.68983	13	0.3	0.4	114	22	602
2.89037	6.70564	1.8	0.8	0.1	269	6	141
4.17439	7.58426	4	3.1	-1.7	103.7	12	554
3.73767	8.04943	-7.8	0.6	-0.1	177	17	95
4.00733	7.72886	8.7	5.5	-0.4	132.3	14	573
3.04452	7.51806	-4.9	4.1	-0.2	73.8	13	436
2.63906	7.58172	-8.8	8.1	-0.1	53	18	90
4.11087	8.28425	2.9	3.3	0.8	22.1	17	397
4.47734	8.01731	0.4	3.9	0.7	67.4	18	507
3.17805	7.67786	-0.7	4.3	-0.4	59	13	151
3.3322	7.8598	4.2	2.7	1.1	230.7	18	526
0.69315	4.79579	2.7	2.8	0.2	187	4	131
4.58497	7.66528	7.4	0.9	-0.2	55	13	184
0.69315	4.36945	0.6	4.6	0.1	350	3	171
3.4012	7.5251	6	3.5	-0.2	78.1	21	571
2.07944	7.73849	1.6	1.6	0.3	211.3	21	525
4.55388	7.62071	3.4	5.9	-0.6	45	13	164
3.21888	5.39363	3.3	1.7	-0.1	187	4	202
2.77259	5.87774	-5.4	5.1	-0.2	72.2	2	441
3.29584	5.8522	4.2	1.7	1	175	5	587
3.3322	8.02027	2	6	-0.1	152	18	61
4.02535	7.23706	-14.2	1.4	-0.1	238.1	18	457
4.38203	7.83281	9.4	2.9	-0.3	248.4	15	540
2.99573	4.60517	1.5	1.1	0.2	233.7	3	480
3.55535	8.11073	0.6	6.8	0.3	10	8	54
3.2581	7.57917	2.5	3	-0.2	83	13	64
4.47734	8.31361	-0.3	3	-0.8	71.8	8	554
4.06044	4.86753	1.4	0.7	1.5	79.4	4	563
3.21888	7.50879	-0.7	4	-0.5	65.1	11	507
4.46591	6.51323	-8.1	0.7	1.2	111	24	143
3.13549	6.6107	-13.1	3.5	0	83	9	97
2.30259	4.70048	6.3	6	0.9	219.2	2	586
3.61092	6.94986	-3.8	0.7	-0.2	258	23	74
3.13549	5.72685	-3.6	0.8	4	302.4	5	470
3.89182	8.16337	-1.1	1.5	-0.2	157.4	16	521
3.21888	7.7012	15.8	3.9	-0.4	119.5	15	595
3.17805	4.45435	-5.1	3.4	0.4	58.4	3	507
3.73767	8.28248	8.5	3.1	-0.7	238	8	205
2.3979	8.05833	-2.1	4.1	-0.2	82	8	114
3.68888	7.90027	1.5	0.5	-0.6	99.2	13	509
4.26268	7.34148	3	0.8	0.6	86	21	32
4.94164	7.90027	-12.6	2.2	0.2	77.8	19	488
3.29584	7.65917	3	3.1	-0.1	221	14	169
2.07944	5.60947	-5.2	2.9	0.1	60	2	90
2.19722	7.15227	3.5	0.9	0.2	265	22	169
2.07944	5.42495	2.8	1.3	0	75.8	2	404
4.54329	7.8071	6.5	4.3	-1.1	44	11	173
2.07944	7.94839	2.5	3.6	-0.1	54.7	16	574
4.36945	8.34069	6.3	4.2	-0.1	76	16	166
3.97029	7.54062	-1.4	1.7	-0.2	86	12	51
3.98898	5.89164	1.7	1.1	2.4	173.1	1	533
2.99573	7.52402	2.4	7.9	-0.1	43.5	21	557
3.52636	6.43294	-0.1	1.6	-0.2	75	22	55
2.99573	7.50219	3.1	1.7	0.3	269	12	69
5.39363	8.04045	12.9	8.3	-1.1	357.5	14	551
3.63759	7.31986	-13.4	3.8	0.1	75	11	448
2.30259	5.43372	0.7	3.9	0.1	182.9	2	491
4.92725	7.94058	2.4	1	0.4	110.7	7	533
2.94444	8.17808	-1.3	5.6	-0.2	46	17	149
2.70805	7.65728	-6.3	4	-0.1	51.6	19	408
2.07944	7.56164	3.5	1.8	0	71.2	21	576
3.4012	7.98752	0	4	-0.3	78.5	9	430
5.05625	7.63143	11.8	2.4	-1.5	232.5	14	535
4.93447	7.63192	5.8	1.9	-3.1	260.8	12	541
2.56495	7.6324	3.1	4.7	-0.1	48	12	576
3.04452	7.9248	1.4	2.1	0	221	17	525
1.38629	4.30407	0.8	3.1	1.6	77	3	50
2.77259	7.67555	6.8	9.9	-0.2	249	15	160
3.91202	7.1025	1.3	8	0	61.6	23	557
4.35671	7.95437	6.8	1.5	-0.6	124.9	7	585
3.4012	7.87474	-6.8	1	0	207	15	84
4.02535	7.85166	10.5	4.4	-0.9	69	15	198
3.73767	8.26049	3.8	5.2	0	222	8	163
2.94444	7.7411	-12.8	3.6	0.1	68.4	14	460
4.09434	5.24702	1.3	0.8	1.1	72.3	5	563
3.04452	5.24175	-4.2	1.4	3.6	230	2	155
3.17805	7.55224	-0.6	2.5	-0.1	75	13	111
2.56495	7.96242	-6.1	5.2	0.4	27	18	82
2.63906	6.85751	5.1	5.5	0.1	230	10	126
3.09104	8.1191	0.8	3	-0.1	78	17	65
3.4012	8.00068	-4.4	3.7	-0.1	78	14	68
2.19722	4.11087	-6.5	2.1	-0.1	68.2	5	451
3.7612	4.81218	-3.7	0.9	-0.1	281.3	4	513
2.77259	6.42811	0.7	2.9	1.4	229.6	24	473
3.4012	4.95583	-5.7	3.3	0.6	72	2	401
3.61092	6.16121	8.4	3.3	0.7	80.5	24	564
3.3673	6.55251	-0.2	2.8	0.7	71	23	72
0.69315	5.1299	-1.9	4.5	0.4	17	2	40
2.94444	5.18739	-7.3	1.9	0.5	85	3	118
4.17439	7.91608	0.1	2.1	2	77	18	49
2.83321	7.33954	-5.9	2.9	0.2	64.6	22	406
3.04452	7.0076	4.7	5.6	0	69	23	211
3.2581	7.87664	4.2	4.4	0.6	189.8	15	472
3.21888	7.23778	2.1	5.4	0.1	159	21	61
4.23411	7.64348	-0.5	2.1	-2	247.8	14	513
4.81218	7.08339	-3.7	1.1	0.1	192	22	101
4.39445	7.95718	6.5	6.2	-0.1	210.8	18	547
2.63906	6.42162	2.1	4.1	0.7	260	24	43
3.2581	7.29029	-3.1	1	-0.2	211	21	102
1.94591	5.42495	-12.8	0.8	1.2	55	6	91
2.94444	7.29029	3.8	4.3	0.5	210	22	105
2.56495	7.52348	3.4	6	0.2	191	14	482
3.21888	5.63479	-4.2	2.1	1.1	91	2	68
2.77259	7.97694	-1.7	5.2	0	76	8	124
4.61512	7.78197	5.4	3.6	-1.1	44	10	173
1.60944	5.743	3.4	4.9	0.7	243	2	140
2.07944	5.743	-0.2	5.6	0.2	16.6	2	553
3.8712	5.62762	2.1	1.5	2	227.8	5	533
3.17805	7.85477	-12.5	3.2	0.2	82.1	15	456
3.58352	7.56941	-4.1	4.3	-0.1	44.7	14	409
4.68213	7.08087	-9.8	0.5	0.2	131	21	83
2.56495	7.43603	-4.9	4.7	-0.1	79.6	21	441
2.30259	6.11368	-5.2	3.5	0	59	1	90
3.55535	7.97488	-1.6	3.5	0.5	34.5	18	480
3.46574	6.69084	6.4	1.2	0	188	6	207
2.48491	7.79523	2	2.8	1.6	242	18	127
4.21951	5.21494	-8.5	1.5	2.8	279	10	93
2.30259	7.65112	3.6	7.6	0.5	199.3	17	482
2.70805	6.12905	0.4	0.8	0.1	297	7	524
2.99573	8.08979	1.2	3.6	0.1	63.9	15	411
2.48491	5.76519	-3.5	3.2	0	240.2	2	504
3.13549	8.06401	3.6	2.3	-0.3	9.4	9	549
4.15888	7.39265	-14.9	1.9	0.8	65	20	91
1.79176	6.43294	1	2.5	-0.2	75	10	70
3.29584	7.62462	-1.7	1.6	-0.1	172	19	51
2.83321	5.22036	3.4	1.1	1.4	89	6	565
3.52636	6.35611	6.9	7	0.8	220	24	34
3.2581	4.47734	-4.8	2.5	0.4	84	3	101
3.98898	6.50279	4.2	3.9	0.6	78	24	197
1.60944	6.88959	1.5	4	0.1	240.4	22	523
3.49651	7.32909	-2.9	1.9	1.7	337.8	19	468
3.17805	7.3601	-8.2	4.7	-0.2	76.5	11	408
4.67283	7.77107	7	3.1	-0.3	73	10	185
3.43399	6.16121	8.1	1.9	-0.1	211.9	1	578
2.07944	7.97281	3.7	4.2	0.2	172	9	128
3.29584	7.90323	0.7	2.1	1.3	207.1	18	473
2.30259	8.16223	0.4	8.6	0.1	34	17	39
2.07944	4.83628	-10.4	1.9	1.1	75	7	86
0.69315	4.91998	6.5	4.5	0.4	206	2	57
3.13549	7.47591	9	4.6	-0.9	208.7	10	587
3.82864	7.52941	10.1	1.1	-3.1	255	11	188
3.8712	7.88796	-0.3	1.7	0.4	26.9	15	416
2.99573	4.47734	-4.4	2.6	0.8	85	4	38
3.2581	7.73281	1.7	1.5	1.1	345	19	158
3.3322	6.93245	-3.2	0.8	-0.1	260	22	68
3.49651	7.65634	-5.9	3.1	-0.1	77	16	85
1.94591	7.0193	3.7	3.6	0.1	195	22	107
4.57471	8.0762	9.9	2.2	0	92	16	177
3.91202	7.90175	7.4	4.3	-0.3	178	18	190
3.80666	6.89669	5.1	2.5	0.7	80	23	197
3.93183	4.30407	3.2	1.5	0.4	75	3	194
2.48491	5.15906	0	4.3	0.1	102.7	3	477
3.13549	7.82764	-5.6	6.1	-0.2	79.5	17	441
2.94444	7.02554	0.7	2.4	-0.2	232.5	23	542
3.4012	7.90175	15.1	2.9	0.2	113.9	19	567
1.94591	5.73334	-2.2	4.3	-0.1	72	5	124
3.17805	5.34711	-3.8	2.7	-0.2	80.5	3	511
3.21888	7.58477	4.2	6.5	0.4	214.3	11	474
2.63906	6.84055	-13.1	4.8	-0.2	52.8	11	462
3.3322	7.55381	-0.2	3.9	-0.2	79.6	12	430
2.70805	4.78749	1.5	3.2	0.1	153	4	61
3.78419	6.86485	0.8	1.5	-0.1	231.5	23	540
3.78419	7.81197	-6.6	2.2	1.3	87	7	122
1.60944	7.89469	2.1	4	-0.1	47.8	14	574
3.3673	7.76132	1.7	2.9	-0.1	81	14	60
3.04452	6.07764	-4.1	5.4	-0.1	66.5	1	427
4.45435	7.80954	18.2	3.7	-2.7	250.7	15	568
1.94591	5.4848	2.2	2	1.9	253.8	5	473
2.63906	5.27811	-7.8	4.6	-0.1	71.5	19	450
3.3322	7.76684	-5.4	3	-0.2	77	14	85
3.43399	5.5835	-4.5	4.1	0.3	59.4	1	507
3.89182	7.86634	8	6.1	0.1	197	19	212
2.19722	8.19644	2.7	3.8	0.2	139	8	128
4.59512	7.59186	-5.6	3.9	-0.2	41	13	116
3.49651	5.54126	4.6	0.9	0.5	108	5	190
2.83321	7.55799	12	4.4	0.2	274.2	20	584
2.19722	6.51471	4.4	2	0.7	205	6	33
2.89037	6.21461	4.5	3.5	0	55	9	196
3.4012	6.63988	0.2	0.5	1.4	84.8	24	483
2.99573	6.02345	-18.6	2.3	0.1	79.4	7	457
3.73767	7.62413	0.1	2.6	1.5	230	19	175
2.94444	5.84064	7.4	4.3	0.3	189.6	1	590
3.58352	8.32579	7.6	4.2	0	224.1	8	583
3.29584	7.32053	8.6	2.6	-0.1	189.2	22	577
4.8752	7.91571	-2.5	3.6	0	64	15	143
4.33073	7.7424	10.6	1.8	-1.6	245	14	177
3.29584	6.91771	-1.6	1.1	0	282	23	51
3.78419	7.78239	5	3.1	-0.4	230	16	545
3.61092	5.18739	5.2	4.4	0.8	206	4	126
2.83321	6.14204	5.3	2.3	1.2	153.1	1	587
3.7612	5.48064	-13.1	1.1	1.3	62.9	5	464
3.58352	5.2933	3.3	2.2	0.5	77.1	2	562
3.17805	5.4848	-0.8	3.5	0	176.8	5	522
3.52636	5.03044	-4	1.5	-0.1	108.2	2	521
4.21951	7.6406	1.7	2.3	-0.3	85	15	167
3.93183	8.29255	6.1	4.2	0.3	23	17	173
2.30259	5.70378	5.8	2.8	0	43	7	189
3.2581	5.4848	5.7	3.3	0.5	228	5	204
2.70805	7.02997	14.9	2.8	-5	255.5	10	594
3.55535	5.31321	-5.7	2.2	0.6	82	5	165
1.94591	6.14419	0.2	3.1	0.1	73	9	56
4.36945	5.14749	-9	1.3	0.4	77	2	88
4.70048	7.66388	16.8	6	-1.1	272	14	205
2.48491	5.8944	2.8	4.7	0	66	2	574
1.60944	7.61085	-0.1	6.6	-0.3	205.2	14	489
3.78419	7.52294	-12.5	0.8	-0.4	232	19	463
1.94591	4.82831	-7.8	3.7	0.1	58.4	4	407
3.09104	7.54908	0.9	1	-0.6	213.1	12	484
3.21888	7.75833	-4.2	4.6	-0.1	78	10	120
2.48491	7.50659	21.9	3.6	-2.5	264.1	19	608
2.19722	6.07764	-10.1	2.8	0	73	1	89
4.93447	7.01571	-9.4	1.2	0	73.8	23	437
4.04305	7.59488	11.2	1.7	-2	236	12	188
4.51086	8.20576	1.8	3.2	0.2	216.6	8	551
1.94591	4.59512	0.5	5.5	0.1	354	4	171
3.09104	8.23297	-2.2	1.6	-0.3	211.7	16	501
4.60517	8.31532	-0.1	5.2	-0.8	79	8	555
3.63759	7.57096	8.4	5.4	-1.8	240	11	163
3.46574	7.61036	0.9	3	-0.7	340	12	142
3.8712	8.21528	-2.9	1.4	-0.2	113.4	8	521
5.15329	8.19146	2.3	2.5	0.6	16	17	44
3.04452	7.67322	-1.4	4.4	-0.1	38.1	14	410
3.49651	7.78655	0.4	1.5	-0.1	110	13	124
2.56495	4.69135	-11.3	2.5	1.2	82	5	87
3.85015	7.629	0.1	3.9	-0.2	70.7	14	506
2.48491	5.49717	-5	4	-0.1	75.4	5	440
2.07944	6.57368	1.6	2	1.2	212.7	6	472
2.99573	7.90618	-2.8	2.3	-0.1	205	20	511
1.38629	6.55251	-3.5	3.9	-0.1	46.3	24	409
3.17805	8.22013	2	3.5	-0.2	82	8	64
2.19722	5.42935	2.4	3.6	0.1	125	5	128
3.55535	7.89096	7.1	3.4	-0.3	82.5	19	571
3.8712	8.02453	-2.7	1.4	1.6	66	9	73
3.4012	7.14283	-1.3	1.2	0.6	66	21	113
3.04452	7.97039	5.5	3.9	-0.5	231	14	131
4.34381	6.65801	5.5	1.1	0.9	138	24	199
2.3979	7.10003	-4	5.8	-0.4	78.4	11	399
2.63906	7.65681	-0.2	2.4	0	41	19	157
2.56495	4.70953	-2.8	1.8	1.4	198.9	3	537
3.3322	5.60212	3.8	3.9	-0.2	85	5	187
2.56495	7.85127	0.2	2.8	0.1	78	17	112
3.68888	7.89655	12.8	6.8	-0.6	227.7	15	583
2.3979	7.20638	-0.8	1.6	1.7	192.6	22	469
2.3979	4.89035	-10.8	1.5	0.2	57	3	460
4.68213	7.56735	-10.2	0.6	2.4	110.8	10	465
3.04452	7.61135	0.8	3.1	-0.1	65.6	19	429
3.04452	6.66823	4.1	1.4	0.2	139.8	24	572
2.19722	5.0689	4.3	4.9	0.1	82	2	212
3.17805	7.46107	-2.8	1.4	-0.1	243	20	102
4.48864	7.68018	-0.4	0.8	2.6	147	21	49
2.30259	7.80344	2.4	3.9	0.2	14.3	20	574
3.29584	8.26256	3.4	0.9	0.3	228	16	109
3.17805	7.6695	12.1	2.8	-3.2	256	13	203
4.06044	5.33272	-2.5	2	1.3	80.7	3	532
4.15888	6.30992	-4.5	2	0.3	90	24	100
3.09104	6.67456	2.2	7.1	0.1	37.9	6	557
4.41884	8.09316	-4.7	1.4	1.2	276.8	18	445
2.89037	6.56667	0.1	2.1	-0.2	247.4	6	543
1.09861	5.83481	-5.8	7.7	0.1	47	7	90
3.43399	7.794	3.3	4.3	0.8	217	17	105
3.52636	7.76089	2	1.7	1.1	234	15	121
3.13549	7.67276	1.3	4.2	0.2	169	10	61
2.19722	7.979	1.4	5	-0.1	40.7	9	480
3.13549	7.78406	6.1	1.9	0.4	171	21	210
2.07944	5.95842	-3.1	4.2	-0.1	52.5	2	426
3.63759	4.54329	-11.5	1.7	3.7	90.4	4	465
3.73767	5.62762	-6.6	1	-0.1	200	2	445
2.48491	5.66643	-3.8	2.1	0.6	73	3	77
1.94591	7.54539	6.5	9.4	-0.9	250	11	160
1.94591	6.23832	-0.4	3.3	0.3	215.1	24	470
2.77259	4.56435	-6.3	2	2.3	223	3	148
2.70805	6.58203	2.2	1.8	0.1	64.2	6	549
1.79176	5.31321	-4.9	4.2	0.3	353	2	117
2.30259	5.61677	-1.3	2.8	-0.1	65.2	1	486
4.11087	7.7111	-5.1	0.7	0.3	60	10	99
3.4012	6.2519	0.1	1	0.2	87	24	111
3.68888	7.85516	6.5	5.2	-0.2	69	19	196
4.17439	8.24512	8.6	1.6	-1	258.8	15	530

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	20 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

\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
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107748&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]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107748&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107748&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	20 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

Goodness of Fit
Correlation	0.4739
R-squared	0.2245
RMSE	0.7801

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.4739 \tabularnewline
R-squared & 0.2245 \tabularnewline
RMSE & 0.7801 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107748&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.4739[/C][/ROW]
[ROW][C]R-squared[/C][C]0.2245[/C][/ROW]
[ROW][C]RMSE[/C][C]0.7801[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107748&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107748&T=1

As an alternative you can also use a QR Code:

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

Goodness of Fit
Correlation	0.4739
R-squared	0.2245
RMSE	0.7801

Actuals, Predictions, and Residuals
#	Actuals	Forecasts	Residuals
1	3.66356	3.52363472312704	0.139925276872964
2	3.04452	3.52363472312704	-0.479114723127036
3	3.71357	2.76772288135593	0.945847118644068
4	2.94444	3.52363472312704	-0.579194723127036
5	4.06044	3.52363472312704	0.536805276872964
6	3.68888	3.52363472312704	0.165245276872964
7	3.3322	3.52363472312704	-0.191434723127036
8	3.3673	3.52363472312704	-0.156334723127036
9	2.07944	2.76772288135593	-0.688282881355932
10	1.94591	3.52363472312704	-1.57772472312704
11	3.3322	2.76772288135593	0.564477118644068
12	3.21888	3.52363472312704	-0.304754723127036
13	1.09861	2.10102692307692	-1.00241692307692
14	5.3845	3.52363472312704	1.86086527687296
15	3.93183	3.52363472312704	0.408195276872964
16	3.3673	3.52021857142857	-0.152918571428571
17	2.83321	3.52363472312704	-0.690424723127036
18	3.04452	3.52363472312704	-0.479114723127036
19	2.99573	2.76772288135593	0.228007118644068
20	4.21951	3.52363472312704	0.695875276872964
21	3.04452	3.52363472312704	-0.479114723127036
22	3.7612	3.52363472312704	0.237565276872964
23	3.58352	3.52363472312704	0.0598852768729641
24	2.48491	2.76772288135593	-0.282812881355932
25	2.48491	3.52363472312704	-1.03872472312704
26	3.3322	3.52363472312704	-0.191434723127036
27	3.13549	3.52363472312704	-0.388144723127036
28	2.07944	3.52363472312704	-1.44419472312704
29	3.68888	3.52363472312704	0.165245276872964
30	2.99573	2.76772288135593	0.228007118644068
31	3.98898	3.52363472312704	0.465345276872964
32	3.04452	2.10102692307692	0.943493076923077
33	3.55535	3.52363472312704	0.0317152768729638
34	1.79176	3.52363472312704	-1.73187472312704
35	3.04452	2.76772288135593	0.276797118644068
36	2.56495	3.52363472312704	-0.958684723127036
37	4.36945	3.52363472312704	0.845815276872964
38	3.46574	3.52363472312704	-0.0578947231270361
39	4.60517	3.52363472312704	1.08153527687296
40	3.09104	3.52363472312704	-0.432594723127036
41	4.15888	3.52363472312704	0.635245276872964
42	1.79176	3.52363472312704	-1.73187472312704
43	2.48491	3.52021857142857	-1.03530857142857
44	3.21888	3.52363472312704	-0.304754723127036
45	3.73767	2.76772288135593	0.969947118644068
46	4.2485	2.76772288135593	1.48077711864407
47	3.8712	3.52021857142857	0.350981428571429
48	4.00733	3.52363472312704	0.483695276872964
49	2.94444	2.76772288135593	0.176717118644068
50	3.09104	2.76772288135593	0.323317118644068
51	1.94591	2.76772288135593	-0.821812881355932
52	3.52636	3.52363472312704	0.00272527687296398
53	3.8712	3.52363472312704	0.347565276872964
54	2.99573	3.52363472312704	-0.527904723127036
55	4.07754	3.52363472312704	0.553905276872964
56	3.21888	3.52363472312704	-0.304754723127036
57	3.49651	3.52363472312704	-0.0271247231270362
58	3.2581	2.76772288135593	0.490377118644068
59	2.99573	3.52363472312704	-0.527904723127036
60	2.70805	2.76772288135593	-0.0596728813559322
61	3.09104	3.52021857142857	-0.429178571428571
62	4.06044	3.52363472312704	0.536805276872964
63	3.61092	3.52363472312704	0.0872852768729642
64	2.56495	2.76772288135593	-0.202772881355932
65	1.60944	2.10102692307692	-0.491586923076923
66	5.0876	3.52363472312704	1.56396527687296
67	2.30259	3.52363472312704	-1.22104472312704
68	3.2581	3.52363472312704	-0.265534723127036
69	3.66356	2.76772288135593	0.895837118644068
70	3.04452	3.52363472312704	-0.479114723127036
71	3.4012	3.52363472312704	-0.122434723127036
72	3.04452	3.52021857142857	-0.475698571428572
73	3.4012	3.52363472312704	-0.122434723127036
74	3.55535	3.52021857142857	0.0351314285714284
75	3.97029	3.52363472312704	0.446655276872964
76	4.72739	3.52363472312704	1.20375527687296
77	4.30407	3.52363472312704	0.780435276872964
78	2.56495	3.52363472312704	-0.958684723127036
79	3.78419	3.52363472312704	0.260555276872964
80	4.95583	3.52021857142857	1.43561142857143
81	3.66356	3.52363472312704	0.139925276872964
82	5.26786	3.52363472312704	1.74422527687296
83	3.46574	2.76772288135593	0.698017118644068
84	2.07944	2.76772288135593	-0.688282881355932
85	3.3673	3.52363472312704	-0.156334723127036
86	3.29584	3.52363472312704	-0.227794723127036
87	2.19722	3.52363472312704	-1.32641472312704
88	3.43399	3.52363472312704	-0.0896447231270359
89	3.2581	3.52021857142857	-0.262118571428571
90	2.83321	3.52363472312704	-0.690424723127036
91	3.63759	3.52363472312704	0.113955276872964
92	2.70805	3.52363472312704	-0.815584723127036
93	2.99573	3.52363472312704	-0.527904723127036
94	4.00733	3.52363472312704	0.483695276872964
95	3.43399	2.76772288135593	0.666267118644068
96	0.69315	2.76772288135593	-2.07457288135593
97	3.52636	3.52363472312704	0.00272527687296398
98	2.63906	3.52363472312704	-0.884574723127036
99	1.94591	3.52363472312704	-1.57772472312704
100	3.71357	3.52363472312704	0.189935276872964
101	2.83321	2.76772288135593	0.0654871186440675
102	3.43399	3.52363472312704	-0.0896447231270359
103	3.29584	3.52363472312704	-0.227794723127036
104	3.17805	3.52363472312704	-0.345584723127036
105	4.81218	3.52363472312704	1.28854527687296
106	4.63473	3.52363472312704	1.11109527687296
107	3.04452	2.76772288135593	0.276797118644068
108	3.8712	3.52021857142857	0.350981428571429
109	3.68888	3.52363472312704	0.165245276872964
110	4.33073	3.52363472312704	0.807095276872964
111	4.61512	3.52363472312704	1.09148527687296
112	4.43082	3.52363472312704	0.907185276872964
113	3.4012	2.76772288135593	0.633477118644068
114	2.48491	3.52363472312704	-1.03872472312704
115	3.29584	3.52363472312704	-0.227794723127036
116	2.94444	3.52363472312704	-0.579194723127036
117	3.3673	3.52363472312704	-0.156334723127036
118	2.89037	3.52363472312704	-0.633264723127036
119	4.90527	3.52363472312704	1.38163527687296
120	2.63906	2.76772288135593	-0.128662881355932
121	3.29584	3.52363472312704	-0.227794723127036
122	3.71357	2.76772288135593	0.945847118644068
123	4.39445	3.52363472312704	0.870815276872964
124	3.82864	3.52363472312704	0.305005276872964
125	2.56495	2.76772288135593	-0.202772881355932
126	3.3322	3.52363472312704	-0.191434723127036
127	3.13549	2.76772288135593	0.367767118644068
128	0.69315	2.10102692307692	-1.40787692307692
129	4.00733	3.52363472312704	0.483695276872964
130	3.2581	3.52363472312704	-0.265534723127036
131	3.2581	2.76772288135593	0.490377118644068
132	4.84419	3.52363472312704	1.32055527687296
133	2.63906	2.76772288135593	-0.128662881355932
134	1.38629	2.10102692307692	-0.714736923076923
135	3.2581	2.76772288135593	0.490377118644068
136	2.30259	3.52363472312704	-1.22104472312704
137	3.09104	2.76772288135593	0.323317118644068
138	2.94444	3.52363472312704	-0.579194723127036
139	3.4012	2.76772288135593	0.633477118644068
140	2.99573	2.10102692307692	0.894703076923077
141	3.82864	3.52363472312704	0.305005276872964
142	2.30259	3.52363472312704	-1.22104472312704
143	4.29046	3.52363472312704	0.766825276872964
144	4.41884	3.52363472312704	0.895205276872964
145	3.3673	3.52363472312704	-0.156334723127036
146	2.30259	2.10102692307692	0.201563076923077
147	3.98898	3.52363472312704	0.465345276872964
148	4.12713	2.76772288135593	1.35940711864407
149	3.68888	3.52021857142857	0.168661428571429
150	2.30259	2.10102692307692	0.201563076923077
151	3.29584	3.52363472312704	-0.227794723127036
152	3.13549	2.76772288135593	0.367767118644068
153	2.07944	2.76772288135593	-0.688282881355932
154	5.25227	3.52363472312704	1.72863527687296
155	3.78419	3.52363472312704	0.260555276872964
156	3.97029	3.52021857142857	0.450071428571428
157	2.99573	2.76772288135593	0.228007118644068
158	2.56495	3.52021857142857	-0.955268571428571
159	3.21888	2.76772288135593	0.451157118644068
160	1.38629	3.52363472312704	-2.13734472312704
161	3.13549	3.52363472312704	-0.388144723127036
162	4.06044	3.52363472312704	0.536805276872964
163	4.27667	3.52363472312704	0.753035276872964
164	3.49651	3.52363472312704	-0.0271247231270362
165	3.21888	3.52363472312704	-0.304754723127036
166	4.07754	3.52363472312704	0.553905276872964
167	4.20469	3.52363472312704	0.681055276872964
168	4.18965	3.52021857142857	0.669431428571429
169	2.48491	2.76772288135593	-0.282812881355932
170	1.09861	2.76772288135593	-1.66911288135593
171	2.48491	3.52363472312704	-1.03872472312704
172	2.48491	3.52363472312704	-1.03872472312704
173	0.69315	3.52363472312704	-2.83048472312704
174	4.34381	3.52363472312704	0.820175276872964
175	2.63906	2.76772288135593	-0.128662881355932
176	3.29584	3.52363472312704	-0.227794723127036
177	4.17439	3.52363472312704	0.650755276872964
178	3.71357	3.52363472312704	0.189935276872964
179	4.02535	3.52363472312704	0.501715276872964
180	4.85203	3.52363472312704	1.32839527687296
181	4.64439	3.52021857142857	1.12417142857143
182	3.63759	3.52363472312704	0.113955276872964
183	3.4012	3.52363472312704	-0.122434723127036
184	1.79176	2.76772288135593	-0.975962881355932
185	4.11087	3.52363472312704	0.587235276872964
186	3.3673	3.52363472312704	-0.156334723127036
187	4.44265	3.52363472312704	0.919015276872964
188	2.77259	3.52363472312704	-0.751044723127036
189	3.71357	2.76772288135593	0.945847118644068
190	5.17048	3.52363472312704	1.64684527687296
191	3.09104	3.52363472312704	-0.432594723127036
192	2.70805	3.52363472312704	-0.815584723127036
193	4.11087	3.52363472312704	0.587235276872964
194	4.79579	3.52363472312704	1.27215527687296
195	2.3979	3.52021857142857	-1.12231857142857
196	2.99573	2.76772288135593	0.228007118644068
197	3.13549	3.52363472312704	-0.388144723127036
198	3.43399	3.52363472312704	-0.0896447231270359
199	3.4012	3.52363472312704	-0.122434723127036
200	3.09104	3.52363472312704	-0.432594723127036
201	4.45435	3.52363472312704	0.930715276872964
202	4.18965	3.52363472312704	0.666015276872964
203	3.73767	3.52363472312704	0.214035276872964
204	4.20469	3.52021857142857	0.684471428571429
205	2.56495	2.76772288135593	-0.202772881355932
206	2.56495	3.52363472312704	-0.958684723127036
207	4.85981	3.52363472312704	1.33617527687296
208	5.25227	3.52363472312704	1.72863527687296
209	2.63906	2.76772288135593	-0.128662881355932
210	3.13549	2.76772288135593	0.367767118644068
211	1.94591	2.76772288135593	-0.821812881355932
212	3.4012	3.52021857142857	-0.119018571428572
213	4.72739	3.52363472312704	1.20375527687296
214	3.3673	2.76772288135593	0.599577118644068
215	3.2581	3.52363472312704	-0.265534723127036
216	3.73767	3.52363472312704	0.214035276872964
217	1.79176	3.52363472312704	-1.73187472312704
218	4.06044	3.52363472312704	0.536805276872964
219	3.91202	3.52363472312704	0.388385276872964
220	0.69315	2.76772288135593	-2.07457288135593
221	1.60944	2.76772288135593	-1.15828288135593
222	4.46591	3.52363472312704	0.942275276872964
223	3.17805	3.52363472312704	-0.345584723127036
224	2.89037	3.52021857142857	-0.629848571428572
225	4.17439	3.52363472312704	0.650755276872964
226	3.73767	3.52363472312704	0.214035276872964
227	4.00733	3.52363472312704	0.483695276872964
228	3.04452	3.52363472312704	-0.479114723127036
229	2.63906	3.52363472312704	-0.884574723127036
230	4.11087	3.52363472312704	0.587235276872964
231	4.47734	3.52363472312704	0.953705276872964
232	3.17805	3.52363472312704	-0.345584723127036
233	3.3322	3.52363472312704	-0.191434723127036
234	0.69315	2.76772288135593	-2.07457288135593
235	4.58497	3.52363472312704	1.06133527687296
236	0.69315	2.10102692307692	-1.40787692307692
237	3.4012	3.52363472312704	-0.122434723127036
238	2.07944	3.52363472312704	-1.44419472312704
239	4.55388	3.52363472312704	1.03024527687296
240	3.21888	2.76772288135593	0.451157118644068
241	2.77259	2.10102692307692	0.671563076923077
242	3.29584	2.76772288135593	0.528117118644068
243	3.3322	3.52363472312704	-0.191434723127036
244	4.02535	3.52363472312704	0.501715276872964
245	4.38203	3.52363472312704	0.858395276872964
246	2.99573	3.52021857142857	-0.524488571428571
247	3.55535	3.52363472312704	0.0317152768729638
248	3.2581	3.52363472312704	-0.265534723127036
249	4.47734	3.52363472312704	0.953705276872964
250	4.06044	3.52021857142857	0.540221428571428
251	3.21888	3.52363472312704	-0.304754723127036
252	4.46591	3.52021857142857	0.945691428571429
253	3.13549	2.76772288135593	0.367767118644068
254	2.30259	2.10102692307692	0.201563076923077
255	3.61092	3.52021857142857	0.0907014285714287
256	3.13549	3.52021857142857	-0.384728571428572
257	3.89182	3.52363472312704	0.368185276872964
258	3.21888	3.52363472312704	-0.304754723127036
259	3.17805	2.76772288135593	0.410327118644068
260	3.73767	3.52363472312704	0.214035276872964
261	2.3979	3.52363472312704	-1.12573472312704
262	3.68888	3.52363472312704	0.165245276872964
263	4.26268	3.52363472312704	0.739045276872964
264	4.94164	3.52363472312704	1.41800527687296
265	3.29584	3.52363472312704	-0.227794723127036
266	2.07944	2.76772288135593	-0.688282881355932
267	2.19722	3.52363472312704	-1.32641472312704
268	2.07944	3.52021857142857	-1.44077857142857
269	4.54329	3.52363472312704	1.01965527687296
270	2.07944	3.52363472312704	-1.44419472312704
271	4.36945	3.52363472312704	0.845815276872964
272	3.97029	3.52363472312704	0.446655276872964
273	3.98898	3.52021857142857	0.468761428571429
274	2.99573	3.52363472312704	-0.527904723127036
275	3.52636	2.76772288135593	0.758637118644068
276	2.99573	3.52363472312704	-0.527904723127036
277	5.39363	3.52363472312704	1.86999527687296
278	3.63759	3.52363472312704	0.113955276872964
279	2.30259	2.76772288135593	-0.465132881355932
280	4.92725	3.52363472312704	1.40361527687296
281	2.94444	3.52363472312704	-0.579194723127036
282	2.70805	3.52363472312704	-0.815584723127036
283	2.07944	3.52363472312704	-1.44419472312704
284	3.4012	3.52363472312704	-0.122434723127036
285	5.05625	3.52363472312704	1.53261527687296
286	4.93447	3.52363472312704	1.41083527687296
287	2.56495	3.52363472312704	-0.958684723127036
288	3.04452	3.52363472312704	-0.479114723127036
289	1.38629	2.76772288135593	-1.38143288135593
290	2.77259	3.52363472312704	-0.751044723127036
291	3.91202	3.52363472312704	0.388385276872964
292	4.35671	3.52363472312704	0.833075276872964
293	3.4012	3.52363472312704	-0.122434723127036
294	4.02535	3.52363472312704	0.501715276872964
295	3.73767	3.52363472312704	0.214035276872964
296	2.94444	3.52363472312704	-0.579194723127036
297	4.09434	3.52021857142857	0.574121428571428
298	3.04452	3.52021857142857	-0.475698571428572
299	3.17805	3.52363472312704	-0.345584723127036
300	2.56495	3.52363472312704	-0.958684723127036
301	2.63906	2.10102692307692	0.538033076923077
302	3.09104	3.52363472312704	-0.432594723127036
303	3.4012	3.52363472312704	-0.122434723127036
304	2.19722	2.76772288135593	-0.570502881355932
305	3.7612	3.52021857142857	0.240981428571429
306	2.77259	2.76772288135593	0.00486711864406786
307	3.4012	2.76772288135593	0.633477118644068
308	3.61092	2.76772288135593	0.843197118644068
309	3.3673	2.76772288135593	0.599577118644068
310	0.69315	2.10102692307692	-1.40787692307692
311	2.94444	2.76772288135593	0.176717118644068
312	4.17439	3.52363472312704	0.650755276872964
313	2.83321	3.52363472312704	-0.690424723127036
314	3.04452	2.10102692307692	0.943493076923077
315	3.2581	3.52363472312704	-0.265534723127036
316	3.21888	3.52363472312704	-0.304754723127036
317	4.23411	3.52363472312704	0.710475276872964
318	4.81218	3.52363472312704	1.28854527687296
319	4.39445	3.52363472312704	0.870815276872964
320	2.63906	2.76772288135593	-0.128662881355932
321	3.2581	3.52363472312704	-0.265534723127036
322	1.94591	3.52021857142857	-1.57430857142857
323	2.94444	3.52363472312704	-0.579194723127036
324	2.56495	3.52363472312704	-0.958684723127036
325	3.21888	2.76772288135593	0.451157118644068
326	2.77259	3.52363472312704	-0.751044723127036
327	4.61512	3.52363472312704	1.09148527687296
328	1.60944	2.10102692307692	-0.491586923076923
329	2.07944	2.10102692307692	-0.021586923076923
330	3.8712	3.52021857142857	0.350981428571429
331	3.17805	3.52363472312704	-0.345584723127036
332	3.58352	3.52363472312704	0.0598852768729641
333	4.68213	3.52363472312704	1.15849527687296
334	2.56495	3.52363472312704	-0.958684723127036
335	2.30259	2.76772288135593	-0.465132881355932
336	3.55535	3.52363472312704	0.0317152768729638
337	3.46574	3.52021857142857	-0.0544785714285716
338	2.48491	3.52363472312704	-1.03872472312704
339	4.21951	3.52021857142857	0.699291428571428
340	2.30259	3.52363472312704	-1.22104472312704
341	2.70805	3.52021857142857	-0.812168571428571
342	2.99573	3.52363472312704	-0.527904723127036
343	2.48491	2.76772288135593	-0.282812881355932
344	3.13549	3.52363472312704	-0.388144723127036
345	4.15888	3.52363472312704	0.635245276872964
346	1.79176	2.76772288135593	-0.975962881355932
347	3.29584	3.52363472312704	-0.227794723127036
348	2.83321	3.52021857142857	-0.687008571428572
349	3.52636	2.10102692307692	1.42533307692308
350	3.2581	2.76772288135593	0.490377118644068
351	3.98898	2.76772288135593	1.22125711864407
352	1.60944	2.76772288135593	-1.15828288135593
353	3.49651	3.52363472312704	-0.0271247231270362
354	3.17805	3.52363472312704	-0.345584723127036
355	4.67283	3.52363472312704	1.14919527687296
356	3.43399	2.76772288135593	0.666267118644068
357	2.07944	3.52363472312704	-1.44419472312704
358	3.29584	3.52363472312704	-0.227794723127036
359	2.30259	3.52363472312704	-1.22104472312704
360	2.07944	2.76772288135593	-0.688282881355932
361	0.69315	2.10102692307692	-1.40787692307692
362	3.13549	3.52363472312704	-0.388144723127036
363	3.82864	3.52363472312704	0.305005276872964
364	3.8712	3.52363472312704	0.347565276872964
365	2.99573	2.76772288135593	0.228007118644068
366	3.2581	3.52363472312704	-0.265534723127036
367	3.3322	3.52021857142857	-0.188018571428572
368	3.49651	3.52363472312704	-0.0271247231270362
369	1.94591	2.76772288135593	-0.821812881355932
370	4.57471	3.52363472312704	1.05107527687296
371	3.91202	3.52363472312704	0.388385276872964
372	3.80666	2.76772288135593	1.03893711864407
373	3.93183	3.52021857142857	0.411611428571429
374	2.48491	2.76772288135593	-0.282812881355932
375	3.13549	3.52363472312704	-0.388144723127036
376	2.94444	2.76772288135593	0.176717118644068
377	3.4012	3.52363472312704	-0.122434723127036
378	1.94591	2.76772288135593	-0.821812881355932
379	3.17805	2.76772288135593	0.410327118644068
380	3.21888	3.52363472312704	-0.304754723127036
381	2.63906	2.10102692307692	0.538033076923077
382	3.3322	3.52363472312704	-0.191434723127036
383	2.70805	2.76772288135593	-0.0596728813559322
384	3.78419	3.52021857142857	0.263971428571429
385	3.78419	3.52363472312704	0.260555276872964
386	1.60944	3.52363472312704	-1.91419472312704
387	3.3673	3.52363472312704	-0.156334723127036
388	3.04452	2.10102692307692	0.943493076923077
389	4.45435	3.52363472312704	0.930715276872964
390	1.94591	2.76772288135593	-0.821812881355932
391	2.63906	2.10102692307692	0.538033076923077
392	3.3322	3.52363472312704	-0.191434723127036
393	3.43399	2.76772288135593	0.666267118644068
394	3.89182	3.52363472312704	0.368185276872964
395	2.19722	3.52363472312704	-1.32641472312704
396	4.59512	3.52363472312704	1.07148527687296
397	3.49651	3.52021857142857	-0.0237085714285716
398	2.83321	3.52363472312704	-0.690424723127036
399	2.19722	2.76772288135593	-0.570502881355932
400	2.89037	2.76772288135593	0.122647118644068
401	3.4012	3.52021857142857	-0.119018571428572
402	2.99573	2.76772288135593	0.228007118644068
403	3.73767	3.52363472312704	0.214035276872964
404	2.94444	2.76772288135593	0.176717118644068
405	3.58352	3.52363472312704	0.0598852768729641
406	3.29584	3.52363472312704	-0.227794723127036
407	4.8752	3.52363472312704	1.35156527687296
408	4.33073	3.52363472312704	0.807095276872964
409	3.29584	3.52021857142857	-0.224378571428571
410	3.78419	3.52363472312704	0.260555276872964
411	3.61092	2.76772288135593	0.843197118644068
412	2.83321	2.76772288135593	0.0654871186440675
413	3.7612	3.52021857142857	0.240981428571429
414	3.58352	2.76772288135593	0.815797118644068
415	3.17805	2.76772288135593	0.410327118644068
416	3.52636	3.52021857142857	0.00614142857142852
417	4.21951	3.52363472312704	0.695875276872964
418	3.93183	3.52363472312704	0.408195276872964
419	2.30259	2.76772288135593	-0.465132881355932
420	3.2581	2.76772288135593	0.490377118644068
421	2.70805	2.76772288135593	-0.0596728813559322
422	3.55535	2.76772288135593	0.787627118644068
423	1.94591	2.76772288135593	-0.821812881355932
424	4.36945	3.52021857142857	0.849231428571428
425	4.70048	3.52363472312704	1.17684527687296
426	2.48491	2.10102692307692	0.383883076923077
427	1.60944	3.52363472312704	-1.91419472312704
428	3.78419	3.52363472312704	0.260555276872964
429	1.94591	2.76772288135593	-0.821812881355932
430	3.09104	3.52363472312704	-0.432594723127036
431	3.21888	3.52363472312704	-0.304754723127036
432	2.48491	3.52363472312704	-1.03872472312704
433	2.19722	2.76772288135593	-0.570502881355932
434	4.93447	3.52021857142857	1.41425142857143
435	4.04305	3.52363472312704	0.519415276872964
436	4.51086	3.52363472312704	0.987225276872964
437	1.94591	2.10102692307692	-0.155116923076923
438	3.09104	3.52363472312704	-0.432594723127036
439	4.60517	3.52363472312704	1.08153527687296
440	3.63759	3.52363472312704	0.113955276872964
441	3.46574	3.52363472312704	-0.0578947231270361
442	3.8712	3.52363472312704	0.347565276872964
443	5.15329	3.52363472312704	1.62965527687296
444	3.04452	3.52363472312704	-0.479114723127036
445	3.49651	3.52363472312704	-0.0271247231270362
446	2.56495	2.76772288135593	-0.202772881355932
447	3.85015	3.52363472312704	0.326515276872964
448	2.48491	2.76772288135593	-0.282812881355932
449	2.07944	2.76772288135593	-0.688282881355932
450	2.99573	3.52363472312704	-0.527904723127036
451	1.38629	2.76772288135593	-1.38143288135593
452	3.17805	3.52363472312704	-0.345584723127036
453	2.19722	2.76772288135593	-0.570502881355932
454	3.55535	3.52363472312704	0.0317152768729638
455	3.8712	3.52363472312704	0.347565276872964
456	3.4012	3.52363472312704	-0.122434723127036
457	3.04452	3.52363472312704	-0.479114723127036
458	4.34381	3.52021857142857	0.823591428571429
459	2.3979	3.52363472312704	-1.12573472312704
460	2.63906	3.52363472312704	-0.884574723127036
461	2.56495	2.76772288135593	-0.202772881355932
462	3.3322	2.76772288135593	0.564477118644068
463	2.56495	3.52363472312704	-0.958684723127036
464	3.68888	3.52363472312704	0.165245276872964
465	2.3979	3.52363472312704	-1.12573472312704
466	2.3979	3.52021857142857	-1.12231857142857
467	4.68213	3.52363472312704	1.15849527687296
468	3.04452	3.52363472312704	-0.479114723127036
469	3.04452	3.52021857142857	-0.475698571428572
470	2.19722	2.10102692307692	0.0961930769230772
471	3.17805	3.52363472312704	-0.345584723127036
472	4.48864	3.52363472312704	0.965005276872964
473	2.30259	3.52363472312704	-1.22104472312704
474	3.29584	3.52363472312704	-0.227794723127036
475	3.17805	3.52363472312704	-0.345584723127036
476	4.06044	2.76772288135593	1.29271711864407
477	4.15888	2.76772288135593	1.39115711864407
478	3.09104	2.10102692307692	0.990013076923077
479	4.41884	3.52363472312704	0.895205276872964
480	2.89037	2.76772288135593	0.122647118644068
481	1.09861	2.10102692307692	-1.00241692307692
482	3.43399	3.52363472312704	-0.0896447231270359
483	3.52636	3.52363472312704	0.00272527687296398
484	3.13549	3.52363472312704	-0.388144723127036
485	2.19722	3.52363472312704	-1.32641472312704
486	3.13549	3.52363472312704	-0.388144723127036
487	2.07944	2.76772288135593	-0.688282881355932
488	3.63759	2.76772288135593	0.869867118644068
489	3.73767	3.52021857142857	0.217451428571429
490	2.48491	2.76772288135593	-0.282812881355932
491	1.94591	3.52363472312704	-1.57772472312704
492	1.94591	2.76772288135593	-0.821812881355932
493	2.77259	2.76772288135593	0.00486711864406786
494	2.70805	2.76772288135593	-0.0596728813559322
495	1.79176	2.76772288135593	-0.975962881355932
496	2.30259	2.76772288135593	-0.465132881355932
497	4.11087	3.52363472312704	0.587235276872964
498	3.4012	3.52021857142857	-0.119018571428572
499	3.68888	3.52363472312704	0.165245276872964
500	4.17439	3.52363472312704	0.650755276872964

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 3.66356 & 3.52363472312704 & 0.139925276872964 \tabularnewline
2 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
3 & 3.71357 & 2.76772288135593 & 0.945847118644068 \tabularnewline
4 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
5 & 4.06044 & 3.52363472312704 & 0.536805276872964 \tabularnewline
6 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
7 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
8 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
9 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
10 & 1.94591 & 3.52363472312704 & -1.57772472312704 \tabularnewline
11 & 3.3322 & 2.76772288135593 & 0.564477118644068 \tabularnewline
12 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
13 & 1.09861 & 2.10102692307692 & -1.00241692307692 \tabularnewline
14 & 5.3845 & 3.52363472312704 & 1.86086527687296 \tabularnewline
15 & 3.93183 & 3.52363472312704 & 0.408195276872964 \tabularnewline
16 & 3.3673 & 3.52021857142857 & -0.152918571428571 \tabularnewline
17 & 2.83321 & 3.52363472312704 & -0.690424723127036 \tabularnewline
18 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
19 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
20 & 4.21951 & 3.52363472312704 & 0.695875276872964 \tabularnewline
21 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
22 & 3.7612 & 3.52363472312704 & 0.237565276872964 \tabularnewline
23 & 3.58352 & 3.52363472312704 & 0.0598852768729641 \tabularnewline
24 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
25 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
26 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
27 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
28 & 2.07944 & 3.52363472312704 & -1.44419472312704 \tabularnewline
29 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
30 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
31 & 3.98898 & 3.52363472312704 & 0.465345276872964 \tabularnewline
32 & 3.04452 & 2.10102692307692 & 0.943493076923077 \tabularnewline
33 & 3.55535 & 3.52363472312704 & 0.0317152768729638 \tabularnewline
34 & 1.79176 & 3.52363472312704 & -1.73187472312704 \tabularnewline
35 & 3.04452 & 2.76772288135593 & 0.276797118644068 \tabularnewline
36 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
37 & 4.36945 & 3.52363472312704 & 0.845815276872964 \tabularnewline
38 & 3.46574 & 3.52363472312704 & -0.0578947231270361 \tabularnewline
39 & 4.60517 & 3.52363472312704 & 1.08153527687296 \tabularnewline
40 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
41 & 4.15888 & 3.52363472312704 & 0.635245276872964 \tabularnewline
42 & 1.79176 & 3.52363472312704 & -1.73187472312704 \tabularnewline
43 & 2.48491 & 3.52021857142857 & -1.03530857142857 \tabularnewline
44 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
45 & 3.73767 & 2.76772288135593 & 0.969947118644068 \tabularnewline
46 & 4.2485 & 2.76772288135593 & 1.48077711864407 \tabularnewline
47 & 3.8712 & 3.52021857142857 & 0.350981428571429 \tabularnewline
48 & 4.00733 & 3.52363472312704 & 0.483695276872964 \tabularnewline
49 & 2.94444 & 2.76772288135593 & 0.176717118644068 \tabularnewline
50 & 3.09104 & 2.76772288135593 & 0.323317118644068 \tabularnewline
51 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
52 & 3.52636 & 3.52363472312704 & 0.00272527687296398 \tabularnewline
53 & 3.8712 & 3.52363472312704 & 0.347565276872964 \tabularnewline
54 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
55 & 4.07754 & 3.52363472312704 & 0.553905276872964 \tabularnewline
56 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
57 & 3.49651 & 3.52363472312704 & -0.0271247231270362 \tabularnewline
58 & 3.2581 & 2.76772288135593 & 0.490377118644068 \tabularnewline
59 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
60 & 2.70805 & 2.76772288135593 & -0.0596728813559322 \tabularnewline
61 & 3.09104 & 3.52021857142857 & -0.429178571428571 \tabularnewline
62 & 4.06044 & 3.52363472312704 & 0.536805276872964 \tabularnewline
63 & 3.61092 & 3.52363472312704 & 0.0872852768729642 \tabularnewline
64 & 2.56495 & 2.76772288135593 & -0.202772881355932 \tabularnewline
65 & 1.60944 & 2.10102692307692 & -0.491586923076923 \tabularnewline
66 & 5.0876 & 3.52363472312704 & 1.56396527687296 \tabularnewline
67 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
68 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
69 & 3.66356 & 2.76772288135593 & 0.895837118644068 \tabularnewline
70 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
71 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
72 & 3.04452 & 3.52021857142857 & -0.475698571428572 \tabularnewline
73 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
74 & 3.55535 & 3.52021857142857 & 0.0351314285714284 \tabularnewline
75 & 3.97029 & 3.52363472312704 & 0.446655276872964 \tabularnewline
76 & 4.72739 & 3.52363472312704 & 1.20375527687296 \tabularnewline
77 & 4.30407 & 3.52363472312704 & 0.780435276872964 \tabularnewline
78 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
79 & 3.78419 & 3.52363472312704 & 0.260555276872964 \tabularnewline
80 & 4.95583 & 3.52021857142857 & 1.43561142857143 \tabularnewline
81 & 3.66356 & 3.52363472312704 & 0.139925276872964 \tabularnewline
82 & 5.26786 & 3.52363472312704 & 1.74422527687296 \tabularnewline
83 & 3.46574 & 2.76772288135593 & 0.698017118644068 \tabularnewline
84 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
85 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
86 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
87 & 2.19722 & 3.52363472312704 & -1.32641472312704 \tabularnewline
88 & 3.43399 & 3.52363472312704 & -0.0896447231270359 \tabularnewline
89 & 3.2581 & 3.52021857142857 & -0.262118571428571 \tabularnewline
90 & 2.83321 & 3.52363472312704 & -0.690424723127036 \tabularnewline
91 & 3.63759 & 3.52363472312704 & 0.113955276872964 \tabularnewline
92 & 2.70805 & 3.52363472312704 & -0.815584723127036 \tabularnewline
93 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
94 & 4.00733 & 3.52363472312704 & 0.483695276872964 \tabularnewline
95 & 3.43399 & 2.76772288135593 & 0.666267118644068 \tabularnewline
96 & 0.69315 & 2.76772288135593 & -2.07457288135593 \tabularnewline
97 & 3.52636 & 3.52363472312704 & 0.00272527687296398 \tabularnewline
98 & 2.63906 & 3.52363472312704 & -0.884574723127036 \tabularnewline
99 & 1.94591 & 3.52363472312704 & -1.57772472312704 \tabularnewline
100 & 3.71357 & 3.52363472312704 & 0.189935276872964 \tabularnewline
101 & 2.83321 & 2.76772288135593 & 0.0654871186440675 \tabularnewline
102 & 3.43399 & 3.52363472312704 & -0.0896447231270359 \tabularnewline
103 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
104 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
105 & 4.81218 & 3.52363472312704 & 1.28854527687296 \tabularnewline
106 & 4.63473 & 3.52363472312704 & 1.11109527687296 \tabularnewline
107 & 3.04452 & 2.76772288135593 & 0.276797118644068 \tabularnewline
108 & 3.8712 & 3.52021857142857 & 0.350981428571429 \tabularnewline
109 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
110 & 4.33073 & 3.52363472312704 & 0.807095276872964 \tabularnewline
111 & 4.61512 & 3.52363472312704 & 1.09148527687296 \tabularnewline
112 & 4.43082 & 3.52363472312704 & 0.907185276872964 \tabularnewline
113 & 3.4012 & 2.76772288135593 & 0.633477118644068 \tabularnewline
114 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
115 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
116 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
117 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
118 & 2.89037 & 3.52363472312704 & -0.633264723127036 \tabularnewline
119 & 4.90527 & 3.52363472312704 & 1.38163527687296 \tabularnewline
120 & 2.63906 & 2.76772288135593 & -0.128662881355932 \tabularnewline
121 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
122 & 3.71357 & 2.76772288135593 & 0.945847118644068 \tabularnewline
123 & 4.39445 & 3.52363472312704 & 0.870815276872964 \tabularnewline
124 & 3.82864 & 3.52363472312704 & 0.305005276872964 \tabularnewline
125 & 2.56495 & 2.76772288135593 & -0.202772881355932 \tabularnewline
126 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
127 & 3.13549 & 2.76772288135593 & 0.367767118644068 \tabularnewline
128 & 0.69315 & 2.10102692307692 & -1.40787692307692 \tabularnewline
129 & 4.00733 & 3.52363472312704 & 0.483695276872964 \tabularnewline
130 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
131 & 3.2581 & 2.76772288135593 & 0.490377118644068 \tabularnewline
132 & 4.84419 & 3.52363472312704 & 1.32055527687296 \tabularnewline
133 & 2.63906 & 2.76772288135593 & -0.128662881355932 \tabularnewline
134 & 1.38629 & 2.10102692307692 & -0.714736923076923 \tabularnewline
135 & 3.2581 & 2.76772288135593 & 0.490377118644068 \tabularnewline
136 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
137 & 3.09104 & 2.76772288135593 & 0.323317118644068 \tabularnewline
138 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
139 & 3.4012 & 2.76772288135593 & 0.633477118644068 \tabularnewline
140 & 2.99573 & 2.10102692307692 & 0.894703076923077 \tabularnewline
141 & 3.82864 & 3.52363472312704 & 0.305005276872964 \tabularnewline
142 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
143 & 4.29046 & 3.52363472312704 & 0.766825276872964 \tabularnewline
144 & 4.41884 & 3.52363472312704 & 0.895205276872964 \tabularnewline
145 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
146 & 2.30259 & 2.10102692307692 & 0.201563076923077 \tabularnewline
147 & 3.98898 & 3.52363472312704 & 0.465345276872964 \tabularnewline
148 & 4.12713 & 2.76772288135593 & 1.35940711864407 \tabularnewline
149 & 3.68888 & 3.52021857142857 & 0.168661428571429 \tabularnewline
150 & 2.30259 & 2.10102692307692 & 0.201563076923077 \tabularnewline
151 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
152 & 3.13549 & 2.76772288135593 & 0.367767118644068 \tabularnewline
153 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
154 & 5.25227 & 3.52363472312704 & 1.72863527687296 \tabularnewline
155 & 3.78419 & 3.52363472312704 & 0.260555276872964 \tabularnewline
156 & 3.97029 & 3.52021857142857 & 0.450071428571428 \tabularnewline
157 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
158 & 2.56495 & 3.52021857142857 & -0.955268571428571 \tabularnewline
159 & 3.21888 & 2.76772288135593 & 0.451157118644068 \tabularnewline
160 & 1.38629 & 3.52363472312704 & -2.13734472312704 \tabularnewline
161 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
162 & 4.06044 & 3.52363472312704 & 0.536805276872964 \tabularnewline
163 & 4.27667 & 3.52363472312704 & 0.753035276872964 \tabularnewline
164 & 3.49651 & 3.52363472312704 & -0.0271247231270362 \tabularnewline
165 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
166 & 4.07754 & 3.52363472312704 & 0.553905276872964 \tabularnewline
167 & 4.20469 & 3.52363472312704 & 0.681055276872964 \tabularnewline
168 & 4.18965 & 3.52021857142857 & 0.669431428571429 \tabularnewline
169 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
170 & 1.09861 & 2.76772288135593 & -1.66911288135593 \tabularnewline
171 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
172 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
173 & 0.69315 & 3.52363472312704 & -2.83048472312704 \tabularnewline
174 & 4.34381 & 3.52363472312704 & 0.820175276872964 \tabularnewline
175 & 2.63906 & 2.76772288135593 & -0.128662881355932 \tabularnewline
176 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
177 & 4.17439 & 3.52363472312704 & 0.650755276872964 \tabularnewline
178 & 3.71357 & 3.52363472312704 & 0.189935276872964 \tabularnewline
179 & 4.02535 & 3.52363472312704 & 0.501715276872964 \tabularnewline
180 & 4.85203 & 3.52363472312704 & 1.32839527687296 \tabularnewline
181 & 4.64439 & 3.52021857142857 & 1.12417142857143 \tabularnewline
182 & 3.63759 & 3.52363472312704 & 0.113955276872964 \tabularnewline
183 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
184 & 1.79176 & 2.76772288135593 & -0.975962881355932 \tabularnewline
185 & 4.11087 & 3.52363472312704 & 0.587235276872964 \tabularnewline
186 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
187 & 4.44265 & 3.52363472312704 & 0.919015276872964 \tabularnewline
188 & 2.77259 & 3.52363472312704 & -0.751044723127036 \tabularnewline
189 & 3.71357 & 2.76772288135593 & 0.945847118644068 \tabularnewline
190 & 5.17048 & 3.52363472312704 & 1.64684527687296 \tabularnewline
191 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
192 & 2.70805 & 3.52363472312704 & -0.815584723127036 \tabularnewline
193 & 4.11087 & 3.52363472312704 & 0.587235276872964 \tabularnewline
194 & 4.79579 & 3.52363472312704 & 1.27215527687296 \tabularnewline
195 & 2.3979 & 3.52021857142857 & -1.12231857142857 \tabularnewline
196 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
197 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
198 & 3.43399 & 3.52363472312704 & -0.0896447231270359 \tabularnewline
199 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
200 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
201 & 4.45435 & 3.52363472312704 & 0.930715276872964 \tabularnewline
202 & 4.18965 & 3.52363472312704 & 0.666015276872964 \tabularnewline
203 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
204 & 4.20469 & 3.52021857142857 & 0.684471428571429 \tabularnewline
205 & 2.56495 & 2.76772288135593 & -0.202772881355932 \tabularnewline
206 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
207 & 4.85981 & 3.52363472312704 & 1.33617527687296 \tabularnewline
208 & 5.25227 & 3.52363472312704 & 1.72863527687296 \tabularnewline
209 & 2.63906 & 2.76772288135593 & -0.128662881355932 \tabularnewline
210 & 3.13549 & 2.76772288135593 & 0.367767118644068 \tabularnewline
211 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
212 & 3.4012 & 3.52021857142857 & -0.119018571428572 \tabularnewline
213 & 4.72739 & 3.52363472312704 & 1.20375527687296 \tabularnewline
214 & 3.3673 & 2.76772288135593 & 0.599577118644068 \tabularnewline
215 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
216 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
217 & 1.79176 & 3.52363472312704 & -1.73187472312704 \tabularnewline
218 & 4.06044 & 3.52363472312704 & 0.536805276872964 \tabularnewline
219 & 3.91202 & 3.52363472312704 & 0.388385276872964 \tabularnewline
220 & 0.69315 & 2.76772288135593 & -2.07457288135593 \tabularnewline
221 & 1.60944 & 2.76772288135593 & -1.15828288135593 \tabularnewline
222 & 4.46591 & 3.52363472312704 & 0.942275276872964 \tabularnewline
223 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
224 & 2.89037 & 3.52021857142857 & -0.629848571428572 \tabularnewline
225 & 4.17439 & 3.52363472312704 & 0.650755276872964 \tabularnewline
226 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
227 & 4.00733 & 3.52363472312704 & 0.483695276872964 \tabularnewline
228 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
229 & 2.63906 & 3.52363472312704 & -0.884574723127036 \tabularnewline
230 & 4.11087 & 3.52363472312704 & 0.587235276872964 \tabularnewline
231 & 4.47734 & 3.52363472312704 & 0.953705276872964 \tabularnewline
232 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
233 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
234 & 0.69315 & 2.76772288135593 & -2.07457288135593 \tabularnewline
235 & 4.58497 & 3.52363472312704 & 1.06133527687296 \tabularnewline
236 & 0.69315 & 2.10102692307692 & -1.40787692307692 \tabularnewline
237 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
238 & 2.07944 & 3.52363472312704 & -1.44419472312704 \tabularnewline
239 & 4.55388 & 3.52363472312704 & 1.03024527687296 \tabularnewline
240 & 3.21888 & 2.76772288135593 & 0.451157118644068 \tabularnewline
241 & 2.77259 & 2.10102692307692 & 0.671563076923077 \tabularnewline
242 & 3.29584 & 2.76772288135593 & 0.528117118644068 \tabularnewline
243 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
244 & 4.02535 & 3.52363472312704 & 0.501715276872964 \tabularnewline
245 & 4.38203 & 3.52363472312704 & 0.858395276872964 \tabularnewline
246 & 2.99573 & 3.52021857142857 & -0.524488571428571 \tabularnewline
247 & 3.55535 & 3.52363472312704 & 0.0317152768729638 \tabularnewline
248 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
249 & 4.47734 & 3.52363472312704 & 0.953705276872964 \tabularnewline
250 & 4.06044 & 3.52021857142857 & 0.540221428571428 \tabularnewline
251 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
252 & 4.46591 & 3.52021857142857 & 0.945691428571429 \tabularnewline
253 & 3.13549 & 2.76772288135593 & 0.367767118644068 \tabularnewline
254 & 2.30259 & 2.10102692307692 & 0.201563076923077 \tabularnewline
255 & 3.61092 & 3.52021857142857 & 0.0907014285714287 \tabularnewline
256 & 3.13549 & 3.52021857142857 & -0.384728571428572 \tabularnewline
257 & 3.89182 & 3.52363472312704 & 0.368185276872964 \tabularnewline
258 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
259 & 3.17805 & 2.76772288135593 & 0.410327118644068 \tabularnewline
260 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
261 & 2.3979 & 3.52363472312704 & -1.12573472312704 \tabularnewline
262 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
263 & 4.26268 & 3.52363472312704 & 0.739045276872964 \tabularnewline
264 & 4.94164 & 3.52363472312704 & 1.41800527687296 \tabularnewline
265 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
266 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
267 & 2.19722 & 3.52363472312704 & -1.32641472312704 \tabularnewline
268 & 2.07944 & 3.52021857142857 & -1.44077857142857 \tabularnewline
269 & 4.54329 & 3.52363472312704 & 1.01965527687296 \tabularnewline
270 & 2.07944 & 3.52363472312704 & -1.44419472312704 \tabularnewline
271 & 4.36945 & 3.52363472312704 & 0.845815276872964 \tabularnewline
272 & 3.97029 & 3.52363472312704 & 0.446655276872964 \tabularnewline
273 & 3.98898 & 3.52021857142857 & 0.468761428571429 \tabularnewline
274 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
275 & 3.52636 & 2.76772288135593 & 0.758637118644068 \tabularnewline
276 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
277 & 5.39363 & 3.52363472312704 & 1.86999527687296 \tabularnewline
278 & 3.63759 & 3.52363472312704 & 0.113955276872964 \tabularnewline
279 & 2.30259 & 2.76772288135593 & -0.465132881355932 \tabularnewline
280 & 4.92725 & 3.52363472312704 & 1.40361527687296 \tabularnewline
281 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
282 & 2.70805 & 3.52363472312704 & -0.815584723127036 \tabularnewline
283 & 2.07944 & 3.52363472312704 & -1.44419472312704 \tabularnewline
284 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
285 & 5.05625 & 3.52363472312704 & 1.53261527687296 \tabularnewline
286 & 4.93447 & 3.52363472312704 & 1.41083527687296 \tabularnewline
287 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
288 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
289 & 1.38629 & 2.76772288135593 & -1.38143288135593 \tabularnewline
290 & 2.77259 & 3.52363472312704 & -0.751044723127036 \tabularnewline
291 & 3.91202 & 3.52363472312704 & 0.388385276872964 \tabularnewline
292 & 4.35671 & 3.52363472312704 & 0.833075276872964 \tabularnewline
293 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
294 & 4.02535 & 3.52363472312704 & 0.501715276872964 \tabularnewline
295 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
296 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
297 & 4.09434 & 3.52021857142857 & 0.574121428571428 \tabularnewline
298 & 3.04452 & 3.52021857142857 & -0.475698571428572 \tabularnewline
299 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
300 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
301 & 2.63906 & 2.10102692307692 & 0.538033076923077 \tabularnewline
302 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
303 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
304 & 2.19722 & 2.76772288135593 & -0.570502881355932 \tabularnewline
305 & 3.7612 & 3.52021857142857 & 0.240981428571429 \tabularnewline
306 & 2.77259 & 2.76772288135593 & 0.00486711864406786 \tabularnewline
307 & 3.4012 & 2.76772288135593 & 0.633477118644068 \tabularnewline
308 & 3.61092 & 2.76772288135593 & 0.843197118644068 \tabularnewline
309 & 3.3673 & 2.76772288135593 & 0.599577118644068 \tabularnewline
310 & 0.69315 & 2.10102692307692 & -1.40787692307692 \tabularnewline
311 & 2.94444 & 2.76772288135593 & 0.176717118644068 \tabularnewline
312 & 4.17439 & 3.52363472312704 & 0.650755276872964 \tabularnewline
313 & 2.83321 & 3.52363472312704 & -0.690424723127036 \tabularnewline
314 & 3.04452 & 2.10102692307692 & 0.943493076923077 \tabularnewline
315 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
316 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
317 & 4.23411 & 3.52363472312704 & 0.710475276872964 \tabularnewline
318 & 4.81218 & 3.52363472312704 & 1.28854527687296 \tabularnewline
319 & 4.39445 & 3.52363472312704 & 0.870815276872964 \tabularnewline
320 & 2.63906 & 2.76772288135593 & -0.128662881355932 \tabularnewline
321 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
322 & 1.94591 & 3.52021857142857 & -1.57430857142857 \tabularnewline
323 & 2.94444 & 3.52363472312704 & -0.579194723127036 \tabularnewline
324 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
325 & 3.21888 & 2.76772288135593 & 0.451157118644068 \tabularnewline
326 & 2.77259 & 3.52363472312704 & -0.751044723127036 \tabularnewline
327 & 4.61512 & 3.52363472312704 & 1.09148527687296 \tabularnewline
328 & 1.60944 & 2.10102692307692 & -0.491586923076923 \tabularnewline
329 & 2.07944 & 2.10102692307692 & -0.021586923076923 \tabularnewline
330 & 3.8712 & 3.52021857142857 & 0.350981428571429 \tabularnewline
331 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
332 & 3.58352 & 3.52363472312704 & 0.0598852768729641 \tabularnewline
333 & 4.68213 & 3.52363472312704 & 1.15849527687296 \tabularnewline
334 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
335 & 2.30259 & 2.76772288135593 & -0.465132881355932 \tabularnewline
336 & 3.55535 & 3.52363472312704 & 0.0317152768729638 \tabularnewline
337 & 3.46574 & 3.52021857142857 & -0.0544785714285716 \tabularnewline
338 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
339 & 4.21951 & 3.52021857142857 & 0.699291428571428 \tabularnewline
340 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
341 & 2.70805 & 3.52021857142857 & -0.812168571428571 \tabularnewline
342 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
343 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
344 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
345 & 4.15888 & 3.52363472312704 & 0.635245276872964 \tabularnewline
346 & 1.79176 & 2.76772288135593 & -0.975962881355932 \tabularnewline
347 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
348 & 2.83321 & 3.52021857142857 & -0.687008571428572 \tabularnewline
349 & 3.52636 & 2.10102692307692 & 1.42533307692308 \tabularnewline
350 & 3.2581 & 2.76772288135593 & 0.490377118644068 \tabularnewline
351 & 3.98898 & 2.76772288135593 & 1.22125711864407 \tabularnewline
352 & 1.60944 & 2.76772288135593 & -1.15828288135593 \tabularnewline
353 & 3.49651 & 3.52363472312704 & -0.0271247231270362 \tabularnewline
354 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
355 & 4.67283 & 3.52363472312704 & 1.14919527687296 \tabularnewline
356 & 3.43399 & 2.76772288135593 & 0.666267118644068 \tabularnewline
357 & 2.07944 & 3.52363472312704 & -1.44419472312704 \tabularnewline
358 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
359 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
360 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
361 & 0.69315 & 2.10102692307692 & -1.40787692307692 \tabularnewline
362 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
363 & 3.82864 & 3.52363472312704 & 0.305005276872964 \tabularnewline
364 & 3.8712 & 3.52363472312704 & 0.347565276872964 \tabularnewline
365 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
366 & 3.2581 & 3.52363472312704 & -0.265534723127036 \tabularnewline
367 & 3.3322 & 3.52021857142857 & -0.188018571428572 \tabularnewline
368 & 3.49651 & 3.52363472312704 & -0.0271247231270362 \tabularnewline
369 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
370 & 4.57471 & 3.52363472312704 & 1.05107527687296 \tabularnewline
371 & 3.91202 & 3.52363472312704 & 0.388385276872964 \tabularnewline
372 & 3.80666 & 2.76772288135593 & 1.03893711864407 \tabularnewline
373 & 3.93183 & 3.52021857142857 & 0.411611428571429 \tabularnewline
374 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
375 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
376 & 2.94444 & 2.76772288135593 & 0.176717118644068 \tabularnewline
377 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
378 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
379 & 3.17805 & 2.76772288135593 & 0.410327118644068 \tabularnewline
380 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
381 & 2.63906 & 2.10102692307692 & 0.538033076923077 \tabularnewline
382 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
383 & 2.70805 & 2.76772288135593 & -0.0596728813559322 \tabularnewline
384 & 3.78419 & 3.52021857142857 & 0.263971428571429 \tabularnewline
385 & 3.78419 & 3.52363472312704 & 0.260555276872964 \tabularnewline
386 & 1.60944 & 3.52363472312704 & -1.91419472312704 \tabularnewline
387 & 3.3673 & 3.52363472312704 & -0.156334723127036 \tabularnewline
388 & 3.04452 & 2.10102692307692 & 0.943493076923077 \tabularnewline
389 & 4.45435 & 3.52363472312704 & 0.930715276872964 \tabularnewline
390 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
391 & 2.63906 & 2.10102692307692 & 0.538033076923077 \tabularnewline
392 & 3.3322 & 3.52363472312704 & -0.191434723127036 \tabularnewline
393 & 3.43399 & 2.76772288135593 & 0.666267118644068 \tabularnewline
394 & 3.89182 & 3.52363472312704 & 0.368185276872964 \tabularnewline
395 & 2.19722 & 3.52363472312704 & -1.32641472312704 \tabularnewline
396 & 4.59512 & 3.52363472312704 & 1.07148527687296 \tabularnewline
397 & 3.49651 & 3.52021857142857 & -0.0237085714285716 \tabularnewline
398 & 2.83321 & 3.52363472312704 & -0.690424723127036 \tabularnewline
399 & 2.19722 & 2.76772288135593 & -0.570502881355932 \tabularnewline
400 & 2.89037 & 2.76772288135593 & 0.122647118644068 \tabularnewline
401 & 3.4012 & 3.52021857142857 & -0.119018571428572 \tabularnewline
402 & 2.99573 & 2.76772288135593 & 0.228007118644068 \tabularnewline
403 & 3.73767 & 3.52363472312704 & 0.214035276872964 \tabularnewline
404 & 2.94444 & 2.76772288135593 & 0.176717118644068 \tabularnewline
405 & 3.58352 & 3.52363472312704 & 0.0598852768729641 \tabularnewline
406 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
407 & 4.8752 & 3.52363472312704 & 1.35156527687296 \tabularnewline
408 & 4.33073 & 3.52363472312704 & 0.807095276872964 \tabularnewline
409 & 3.29584 & 3.52021857142857 & -0.224378571428571 \tabularnewline
410 & 3.78419 & 3.52363472312704 & 0.260555276872964 \tabularnewline
411 & 3.61092 & 2.76772288135593 & 0.843197118644068 \tabularnewline
412 & 2.83321 & 2.76772288135593 & 0.0654871186440675 \tabularnewline
413 & 3.7612 & 3.52021857142857 & 0.240981428571429 \tabularnewline
414 & 3.58352 & 2.76772288135593 & 0.815797118644068 \tabularnewline
415 & 3.17805 & 2.76772288135593 & 0.410327118644068 \tabularnewline
416 & 3.52636 & 3.52021857142857 & 0.00614142857142852 \tabularnewline
417 & 4.21951 & 3.52363472312704 & 0.695875276872964 \tabularnewline
418 & 3.93183 & 3.52363472312704 & 0.408195276872964 \tabularnewline
419 & 2.30259 & 2.76772288135593 & -0.465132881355932 \tabularnewline
420 & 3.2581 & 2.76772288135593 & 0.490377118644068 \tabularnewline
421 & 2.70805 & 2.76772288135593 & -0.0596728813559322 \tabularnewline
422 & 3.55535 & 2.76772288135593 & 0.787627118644068 \tabularnewline
423 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
424 & 4.36945 & 3.52021857142857 & 0.849231428571428 \tabularnewline
425 & 4.70048 & 3.52363472312704 & 1.17684527687296 \tabularnewline
426 & 2.48491 & 2.10102692307692 & 0.383883076923077 \tabularnewline
427 & 1.60944 & 3.52363472312704 & -1.91419472312704 \tabularnewline
428 & 3.78419 & 3.52363472312704 & 0.260555276872964 \tabularnewline
429 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
430 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
431 & 3.21888 & 3.52363472312704 & -0.304754723127036 \tabularnewline
432 & 2.48491 & 3.52363472312704 & -1.03872472312704 \tabularnewline
433 & 2.19722 & 2.76772288135593 & -0.570502881355932 \tabularnewline
434 & 4.93447 & 3.52021857142857 & 1.41425142857143 \tabularnewline
435 & 4.04305 & 3.52363472312704 & 0.519415276872964 \tabularnewline
436 & 4.51086 & 3.52363472312704 & 0.987225276872964 \tabularnewline
437 & 1.94591 & 2.10102692307692 & -0.155116923076923 \tabularnewline
438 & 3.09104 & 3.52363472312704 & -0.432594723127036 \tabularnewline
439 & 4.60517 & 3.52363472312704 & 1.08153527687296 \tabularnewline
440 & 3.63759 & 3.52363472312704 & 0.113955276872964 \tabularnewline
441 & 3.46574 & 3.52363472312704 & -0.0578947231270361 \tabularnewline
442 & 3.8712 & 3.52363472312704 & 0.347565276872964 \tabularnewline
443 & 5.15329 & 3.52363472312704 & 1.62965527687296 \tabularnewline
444 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
445 & 3.49651 & 3.52363472312704 & -0.0271247231270362 \tabularnewline
446 & 2.56495 & 2.76772288135593 & -0.202772881355932 \tabularnewline
447 & 3.85015 & 3.52363472312704 & 0.326515276872964 \tabularnewline
448 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
449 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
450 & 2.99573 & 3.52363472312704 & -0.527904723127036 \tabularnewline
451 & 1.38629 & 2.76772288135593 & -1.38143288135593 \tabularnewline
452 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
453 & 2.19722 & 2.76772288135593 & -0.570502881355932 \tabularnewline
454 & 3.55535 & 3.52363472312704 & 0.0317152768729638 \tabularnewline
455 & 3.8712 & 3.52363472312704 & 0.347565276872964 \tabularnewline
456 & 3.4012 & 3.52363472312704 & -0.122434723127036 \tabularnewline
457 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
458 & 4.34381 & 3.52021857142857 & 0.823591428571429 \tabularnewline
459 & 2.3979 & 3.52363472312704 & -1.12573472312704 \tabularnewline
460 & 2.63906 & 3.52363472312704 & -0.884574723127036 \tabularnewline
461 & 2.56495 & 2.76772288135593 & -0.202772881355932 \tabularnewline
462 & 3.3322 & 2.76772288135593 & 0.564477118644068 \tabularnewline
463 & 2.56495 & 3.52363472312704 & -0.958684723127036 \tabularnewline
464 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
465 & 2.3979 & 3.52363472312704 & -1.12573472312704 \tabularnewline
466 & 2.3979 & 3.52021857142857 & -1.12231857142857 \tabularnewline
467 & 4.68213 & 3.52363472312704 & 1.15849527687296 \tabularnewline
468 & 3.04452 & 3.52363472312704 & -0.479114723127036 \tabularnewline
469 & 3.04452 & 3.52021857142857 & -0.475698571428572 \tabularnewline
470 & 2.19722 & 2.10102692307692 & 0.0961930769230772 \tabularnewline
471 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
472 & 4.48864 & 3.52363472312704 & 0.965005276872964 \tabularnewline
473 & 2.30259 & 3.52363472312704 & -1.22104472312704 \tabularnewline
474 & 3.29584 & 3.52363472312704 & -0.227794723127036 \tabularnewline
475 & 3.17805 & 3.52363472312704 & -0.345584723127036 \tabularnewline
476 & 4.06044 & 2.76772288135593 & 1.29271711864407 \tabularnewline
477 & 4.15888 & 2.76772288135593 & 1.39115711864407 \tabularnewline
478 & 3.09104 & 2.10102692307692 & 0.990013076923077 \tabularnewline
479 & 4.41884 & 3.52363472312704 & 0.895205276872964 \tabularnewline
480 & 2.89037 & 2.76772288135593 & 0.122647118644068 \tabularnewline
481 & 1.09861 & 2.10102692307692 & -1.00241692307692 \tabularnewline
482 & 3.43399 & 3.52363472312704 & -0.0896447231270359 \tabularnewline
483 & 3.52636 & 3.52363472312704 & 0.00272527687296398 \tabularnewline
484 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
485 & 2.19722 & 3.52363472312704 & -1.32641472312704 \tabularnewline
486 & 3.13549 & 3.52363472312704 & -0.388144723127036 \tabularnewline
487 & 2.07944 & 2.76772288135593 & -0.688282881355932 \tabularnewline
488 & 3.63759 & 2.76772288135593 & 0.869867118644068 \tabularnewline
489 & 3.73767 & 3.52021857142857 & 0.217451428571429 \tabularnewline
490 & 2.48491 & 2.76772288135593 & -0.282812881355932 \tabularnewline
491 & 1.94591 & 3.52363472312704 & -1.57772472312704 \tabularnewline
492 & 1.94591 & 2.76772288135593 & -0.821812881355932 \tabularnewline
493 & 2.77259 & 2.76772288135593 & 0.00486711864406786 \tabularnewline
494 & 2.70805 & 2.76772288135593 & -0.0596728813559322 \tabularnewline
495 & 1.79176 & 2.76772288135593 & -0.975962881355932 \tabularnewline
496 & 2.30259 & 2.76772288135593 & -0.465132881355932 \tabularnewline
497 & 4.11087 & 3.52363472312704 & 0.587235276872964 \tabularnewline
498 & 3.4012 & 3.52021857142857 & -0.119018571428572 \tabularnewline
499 & 3.68888 & 3.52363472312704 & 0.165245276872964 \tabularnewline
500 & 4.17439 & 3.52363472312704 & 0.650755276872964 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107748&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]3.66356[/C][C]3.52363472312704[/C][C]0.139925276872964[/C][/ROW]
[ROW][C]2[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]3[/C][C]3.71357[/C][C]2.76772288135593[/C][C]0.945847118644068[/C][/ROW]
[ROW][C]4[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]5[/C][C]4.06044[/C][C]3.52363472312704[/C][C]0.536805276872964[/C][/ROW]
[ROW][C]6[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]7[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]8[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]9[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]10[/C][C]1.94591[/C][C]3.52363472312704[/C][C]-1.57772472312704[/C][/ROW]
[ROW][C]11[/C][C]3.3322[/C][C]2.76772288135593[/C][C]0.564477118644068[/C][/ROW]
[ROW][C]12[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]13[/C][C]1.09861[/C][C]2.10102692307692[/C][C]-1.00241692307692[/C][/ROW]
[ROW][C]14[/C][C]5.3845[/C][C]3.52363472312704[/C][C]1.86086527687296[/C][/ROW]
[ROW][C]15[/C][C]3.93183[/C][C]3.52363472312704[/C][C]0.408195276872964[/C][/ROW]
[ROW][C]16[/C][C]3.3673[/C][C]3.52021857142857[/C][C]-0.152918571428571[/C][/ROW]
[ROW][C]17[/C][C]2.83321[/C][C]3.52363472312704[/C][C]-0.690424723127036[/C][/ROW]
[ROW][C]18[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]19[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]20[/C][C]4.21951[/C][C]3.52363472312704[/C][C]0.695875276872964[/C][/ROW]
[ROW][C]21[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]22[/C][C]3.7612[/C][C]3.52363472312704[/C][C]0.237565276872964[/C][/ROW]
[ROW][C]23[/C][C]3.58352[/C][C]3.52363472312704[/C][C]0.0598852768729641[/C][/ROW]
[ROW][C]24[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]25[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]26[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]27[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]28[/C][C]2.07944[/C][C]3.52363472312704[/C][C]-1.44419472312704[/C][/ROW]
[ROW][C]29[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]30[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]31[/C][C]3.98898[/C][C]3.52363472312704[/C][C]0.465345276872964[/C][/ROW]
[ROW][C]32[/C][C]3.04452[/C][C]2.10102692307692[/C][C]0.943493076923077[/C][/ROW]
[ROW][C]33[/C][C]3.55535[/C][C]3.52363472312704[/C][C]0.0317152768729638[/C][/ROW]
[ROW][C]34[/C][C]1.79176[/C][C]3.52363472312704[/C][C]-1.73187472312704[/C][/ROW]
[ROW][C]35[/C][C]3.04452[/C][C]2.76772288135593[/C][C]0.276797118644068[/C][/ROW]
[ROW][C]36[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]37[/C][C]4.36945[/C][C]3.52363472312704[/C][C]0.845815276872964[/C][/ROW]
[ROW][C]38[/C][C]3.46574[/C][C]3.52363472312704[/C][C]-0.0578947231270361[/C][/ROW]
[ROW][C]39[/C][C]4.60517[/C][C]3.52363472312704[/C][C]1.08153527687296[/C][/ROW]
[ROW][C]40[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]41[/C][C]4.15888[/C][C]3.52363472312704[/C][C]0.635245276872964[/C][/ROW]
[ROW][C]42[/C][C]1.79176[/C][C]3.52363472312704[/C][C]-1.73187472312704[/C][/ROW]
[ROW][C]43[/C][C]2.48491[/C][C]3.52021857142857[/C][C]-1.03530857142857[/C][/ROW]
[ROW][C]44[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]45[/C][C]3.73767[/C][C]2.76772288135593[/C][C]0.969947118644068[/C][/ROW]
[ROW][C]46[/C][C]4.2485[/C][C]2.76772288135593[/C][C]1.48077711864407[/C][/ROW]
[ROW][C]47[/C][C]3.8712[/C][C]3.52021857142857[/C][C]0.350981428571429[/C][/ROW]
[ROW][C]48[/C][C]4.00733[/C][C]3.52363472312704[/C][C]0.483695276872964[/C][/ROW]
[ROW][C]49[/C][C]2.94444[/C][C]2.76772288135593[/C][C]0.176717118644068[/C][/ROW]
[ROW][C]50[/C][C]3.09104[/C][C]2.76772288135593[/C][C]0.323317118644068[/C][/ROW]
[ROW][C]51[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]52[/C][C]3.52636[/C][C]3.52363472312704[/C][C]0.00272527687296398[/C][/ROW]
[ROW][C]53[/C][C]3.8712[/C][C]3.52363472312704[/C][C]0.347565276872964[/C][/ROW]
[ROW][C]54[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]55[/C][C]4.07754[/C][C]3.52363472312704[/C][C]0.553905276872964[/C][/ROW]
[ROW][C]56[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]57[/C][C]3.49651[/C][C]3.52363472312704[/C][C]-0.0271247231270362[/C][/ROW]
[ROW][C]58[/C][C]3.2581[/C][C]2.76772288135593[/C][C]0.490377118644068[/C][/ROW]
[ROW][C]59[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]60[/C][C]2.70805[/C][C]2.76772288135593[/C][C]-0.0596728813559322[/C][/ROW]
[ROW][C]61[/C][C]3.09104[/C][C]3.52021857142857[/C][C]-0.429178571428571[/C][/ROW]
[ROW][C]62[/C][C]4.06044[/C][C]3.52363472312704[/C][C]0.536805276872964[/C][/ROW]
[ROW][C]63[/C][C]3.61092[/C][C]3.52363472312704[/C][C]0.0872852768729642[/C][/ROW]
[ROW][C]64[/C][C]2.56495[/C][C]2.76772288135593[/C][C]-0.202772881355932[/C][/ROW]
[ROW][C]65[/C][C]1.60944[/C][C]2.10102692307692[/C][C]-0.491586923076923[/C][/ROW]
[ROW][C]66[/C][C]5.0876[/C][C]3.52363472312704[/C][C]1.56396527687296[/C][/ROW]
[ROW][C]67[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]68[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]69[/C][C]3.66356[/C][C]2.76772288135593[/C][C]0.895837118644068[/C][/ROW]
[ROW][C]70[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]71[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]72[/C][C]3.04452[/C][C]3.52021857142857[/C][C]-0.475698571428572[/C][/ROW]
[ROW][C]73[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]74[/C][C]3.55535[/C][C]3.52021857142857[/C][C]0.0351314285714284[/C][/ROW]
[ROW][C]75[/C][C]3.97029[/C][C]3.52363472312704[/C][C]0.446655276872964[/C][/ROW]
[ROW][C]76[/C][C]4.72739[/C][C]3.52363472312704[/C][C]1.20375527687296[/C][/ROW]
[ROW][C]77[/C][C]4.30407[/C][C]3.52363472312704[/C][C]0.780435276872964[/C][/ROW]
[ROW][C]78[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]79[/C][C]3.78419[/C][C]3.52363472312704[/C][C]0.260555276872964[/C][/ROW]
[ROW][C]80[/C][C]4.95583[/C][C]3.52021857142857[/C][C]1.43561142857143[/C][/ROW]
[ROW][C]81[/C][C]3.66356[/C][C]3.52363472312704[/C][C]0.139925276872964[/C][/ROW]
[ROW][C]82[/C][C]5.26786[/C][C]3.52363472312704[/C][C]1.74422527687296[/C][/ROW]
[ROW][C]83[/C][C]3.46574[/C][C]2.76772288135593[/C][C]0.698017118644068[/C][/ROW]
[ROW][C]84[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]85[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]86[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]87[/C][C]2.19722[/C][C]3.52363472312704[/C][C]-1.32641472312704[/C][/ROW]
[ROW][C]88[/C][C]3.43399[/C][C]3.52363472312704[/C][C]-0.0896447231270359[/C][/ROW]
[ROW][C]89[/C][C]3.2581[/C][C]3.52021857142857[/C][C]-0.262118571428571[/C][/ROW]
[ROW][C]90[/C][C]2.83321[/C][C]3.52363472312704[/C][C]-0.690424723127036[/C][/ROW]
[ROW][C]91[/C][C]3.63759[/C][C]3.52363472312704[/C][C]0.113955276872964[/C][/ROW]
[ROW][C]92[/C][C]2.70805[/C][C]3.52363472312704[/C][C]-0.815584723127036[/C][/ROW]
[ROW][C]93[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]94[/C][C]4.00733[/C][C]3.52363472312704[/C][C]0.483695276872964[/C][/ROW]
[ROW][C]95[/C][C]3.43399[/C][C]2.76772288135593[/C][C]0.666267118644068[/C][/ROW]
[ROW][C]96[/C][C]0.69315[/C][C]2.76772288135593[/C][C]-2.07457288135593[/C][/ROW]
[ROW][C]97[/C][C]3.52636[/C][C]3.52363472312704[/C][C]0.00272527687296398[/C][/ROW]
[ROW][C]98[/C][C]2.63906[/C][C]3.52363472312704[/C][C]-0.884574723127036[/C][/ROW]
[ROW][C]99[/C][C]1.94591[/C][C]3.52363472312704[/C][C]-1.57772472312704[/C][/ROW]
[ROW][C]100[/C][C]3.71357[/C][C]3.52363472312704[/C][C]0.189935276872964[/C][/ROW]
[ROW][C]101[/C][C]2.83321[/C][C]2.76772288135593[/C][C]0.0654871186440675[/C][/ROW]
[ROW][C]102[/C][C]3.43399[/C][C]3.52363472312704[/C][C]-0.0896447231270359[/C][/ROW]
[ROW][C]103[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]104[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]105[/C][C]4.81218[/C][C]3.52363472312704[/C][C]1.28854527687296[/C][/ROW]
[ROW][C]106[/C][C]4.63473[/C][C]3.52363472312704[/C][C]1.11109527687296[/C][/ROW]
[ROW][C]107[/C][C]3.04452[/C][C]2.76772288135593[/C][C]0.276797118644068[/C][/ROW]
[ROW][C]108[/C][C]3.8712[/C][C]3.52021857142857[/C][C]0.350981428571429[/C][/ROW]
[ROW][C]109[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]110[/C][C]4.33073[/C][C]3.52363472312704[/C][C]0.807095276872964[/C][/ROW]
[ROW][C]111[/C][C]4.61512[/C][C]3.52363472312704[/C][C]1.09148527687296[/C][/ROW]
[ROW][C]112[/C][C]4.43082[/C][C]3.52363472312704[/C][C]0.907185276872964[/C][/ROW]
[ROW][C]113[/C][C]3.4012[/C][C]2.76772288135593[/C][C]0.633477118644068[/C][/ROW]
[ROW][C]114[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]115[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]116[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]117[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]118[/C][C]2.89037[/C][C]3.52363472312704[/C][C]-0.633264723127036[/C][/ROW]
[ROW][C]119[/C][C]4.90527[/C][C]3.52363472312704[/C][C]1.38163527687296[/C][/ROW]
[ROW][C]120[/C][C]2.63906[/C][C]2.76772288135593[/C][C]-0.128662881355932[/C][/ROW]
[ROW][C]121[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]122[/C][C]3.71357[/C][C]2.76772288135593[/C][C]0.945847118644068[/C][/ROW]
[ROW][C]123[/C][C]4.39445[/C][C]3.52363472312704[/C][C]0.870815276872964[/C][/ROW]
[ROW][C]124[/C][C]3.82864[/C][C]3.52363472312704[/C][C]0.305005276872964[/C][/ROW]
[ROW][C]125[/C][C]2.56495[/C][C]2.76772288135593[/C][C]-0.202772881355932[/C][/ROW]
[ROW][C]126[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]127[/C][C]3.13549[/C][C]2.76772288135593[/C][C]0.367767118644068[/C][/ROW]
[ROW][C]128[/C][C]0.69315[/C][C]2.10102692307692[/C][C]-1.40787692307692[/C][/ROW]
[ROW][C]129[/C][C]4.00733[/C][C]3.52363472312704[/C][C]0.483695276872964[/C][/ROW]
[ROW][C]130[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]131[/C][C]3.2581[/C][C]2.76772288135593[/C][C]0.490377118644068[/C][/ROW]
[ROW][C]132[/C][C]4.84419[/C][C]3.52363472312704[/C][C]1.32055527687296[/C][/ROW]
[ROW][C]133[/C][C]2.63906[/C][C]2.76772288135593[/C][C]-0.128662881355932[/C][/ROW]
[ROW][C]134[/C][C]1.38629[/C][C]2.10102692307692[/C][C]-0.714736923076923[/C][/ROW]
[ROW][C]135[/C][C]3.2581[/C][C]2.76772288135593[/C][C]0.490377118644068[/C][/ROW]
[ROW][C]136[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]137[/C][C]3.09104[/C][C]2.76772288135593[/C][C]0.323317118644068[/C][/ROW]
[ROW][C]138[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]139[/C][C]3.4012[/C][C]2.76772288135593[/C][C]0.633477118644068[/C][/ROW]
[ROW][C]140[/C][C]2.99573[/C][C]2.10102692307692[/C][C]0.894703076923077[/C][/ROW]
[ROW][C]141[/C][C]3.82864[/C][C]3.52363472312704[/C][C]0.305005276872964[/C][/ROW]
[ROW][C]142[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]143[/C][C]4.29046[/C][C]3.52363472312704[/C][C]0.766825276872964[/C][/ROW]
[ROW][C]144[/C][C]4.41884[/C][C]3.52363472312704[/C][C]0.895205276872964[/C][/ROW]
[ROW][C]145[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]146[/C][C]2.30259[/C][C]2.10102692307692[/C][C]0.201563076923077[/C][/ROW]
[ROW][C]147[/C][C]3.98898[/C][C]3.52363472312704[/C][C]0.465345276872964[/C][/ROW]
[ROW][C]148[/C][C]4.12713[/C][C]2.76772288135593[/C][C]1.35940711864407[/C][/ROW]
[ROW][C]149[/C][C]3.68888[/C][C]3.52021857142857[/C][C]0.168661428571429[/C][/ROW]
[ROW][C]150[/C][C]2.30259[/C][C]2.10102692307692[/C][C]0.201563076923077[/C][/ROW]
[ROW][C]151[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]152[/C][C]3.13549[/C][C]2.76772288135593[/C][C]0.367767118644068[/C][/ROW]
[ROW][C]153[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]154[/C][C]5.25227[/C][C]3.52363472312704[/C][C]1.72863527687296[/C][/ROW]
[ROW][C]155[/C][C]3.78419[/C][C]3.52363472312704[/C][C]0.260555276872964[/C][/ROW]
[ROW][C]156[/C][C]3.97029[/C][C]3.52021857142857[/C][C]0.450071428571428[/C][/ROW]
[ROW][C]157[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]158[/C][C]2.56495[/C][C]3.52021857142857[/C][C]-0.955268571428571[/C][/ROW]
[ROW][C]159[/C][C]3.21888[/C][C]2.76772288135593[/C][C]0.451157118644068[/C][/ROW]
[ROW][C]160[/C][C]1.38629[/C][C]3.52363472312704[/C][C]-2.13734472312704[/C][/ROW]
[ROW][C]161[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]162[/C][C]4.06044[/C][C]3.52363472312704[/C][C]0.536805276872964[/C][/ROW]
[ROW][C]163[/C][C]4.27667[/C][C]3.52363472312704[/C][C]0.753035276872964[/C][/ROW]
[ROW][C]164[/C][C]3.49651[/C][C]3.52363472312704[/C][C]-0.0271247231270362[/C][/ROW]
[ROW][C]165[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]166[/C][C]4.07754[/C][C]3.52363472312704[/C][C]0.553905276872964[/C][/ROW]
[ROW][C]167[/C][C]4.20469[/C][C]3.52363472312704[/C][C]0.681055276872964[/C][/ROW]
[ROW][C]168[/C][C]4.18965[/C][C]3.52021857142857[/C][C]0.669431428571429[/C][/ROW]
[ROW][C]169[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]170[/C][C]1.09861[/C][C]2.76772288135593[/C][C]-1.66911288135593[/C][/ROW]
[ROW][C]171[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]172[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]173[/C][C]0.69315[/C][C]3.52363472312704[/C][C]-2.83048472312704[/C][/ROW]
[ROW][C]174[/C][C]4.34381[/C][C]3.52363472312704[/C][C]0.820175276872964[/C][/ROW]
[ROW][C]175[/C][C]2.63906[/C][C]2.76772288135593[/C][C]-0.128662881355932[/C][/ROW]
[ROW][C]176[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]177[/C][C]4.17439[/C][C]3.52363472312704[/C][C]0.650755276872964[/C][/ROW]
[ROW][C]178[/C][C]3.71357[/C][C]3.52363472312704[/C][C]0.189935276872964[/C][/ROW]
[ROW][C]179[/C][C]4.02535[/C][C]3.52363472312704[/C][C]0.501715276872964[/C][/ROW]
[ROW][C]180[/C][C]4.85203[/C][C]3.52363472312704[/C][C]1.32839527687296[/C][/ROW]
[ROW][C]181[/C][C]4.64439[/C][C]3.52021857142857[/C][C]1.12417142857143[/C][/ROW]
[ROW][C]182[/C][C]3.63759[/C][C]3.52363472312704[/C][C]0.113955276872964[/C][/ROW]
[ROW][C]183[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]184[/C][C]1.79176[/C][C]2.76772288135593[/C][C]-0.975962881355932[/C][/ROW]
[ROW][C]185[/C][C]4.11087[/C][C]3.52363472312704[/C][C]0.587235276872964[/C][/ROW]
[ROW][C]186[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]187[/C][C]4.44265[/C][C]3.52363472312704[/C][C]0.919015276872964[/C][/ROW]
[ROW][C]188[/C][C]2.77259[/C][C]3.52363472312704[/C][C]-0.751044723127036[/C][/ROW]
[ROW][C]189[/C][C]3.71357[/C][C]2.76772288135593[/C][C]0.945847118644068[/C][/ROW]
[ROW][C]190[/C][C]5.17048[/C][C]3.52363472312704[/C][C]1.64684527687296[/C][/ROW]
[ROW][C]191[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]192[/C][C]2.70805[/C][C]3.52363472312704[/C][C]-0.815584723127036[/C][/ROW]
[ROW][C]193[/C][C]4.11087[/C][C]3.52363472312704[/C][C]0.587235276872964[/C][/ROW]
[ROW][C]194[/C][C]4.79579[/C][C]3.52363472312704[/C][C]1.27215527687296[/C][/ROW]
[ROW][C]195[/C][C]2.3979[/C][C]3.52021857142857[/C][C]-1.12231857142857[/C][/ROW]
[ROW][C]196[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]197[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]198[/C][C]3.43399[/C][C]3.52363472312704[/C][C]-0.0896447231270359[/C][/ROW]
[ROW][C]199[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]200[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]201[/C][C]4.45435[/C][C]3.52363472312704[/C][C]0.930715276872964[/C][/ROW]
[ROW][C]202[/C][C]4.18965[/C][C]3.52363472312704[/C][C]0.666015276872964[/C][/ROW]
[ROW][C]203[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]204[/C][C]4.20469[/C][C]3.52021857142857[/C][C]0.684471428571429[/C][/ROW]
[ROW][C]205[/C][C]2.56495[/C][C]2.76772288135593[/C][C]-0.202772881355932[/C][/ROW]
[ROW][C]206[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]207[/C][C]4.85981[/C][C]3.52363472312704[/C][C]1.33617527687296[/C][/ROW]
[ROW][C]208[/C][C]5.25227[/C][C]3.52363472312704[/C][C]1.72863527687296[/C][/ROW]
[ROW][C]209[/C][C]2.63906[/C][C]2.76772288135593[/C][C]-0.128662881355932[/C][/ROW]
[ROW][C]210[/C][C]3.13549[/C][C]2.76772288135593[/C][C]0.367767118644068[/C][/ROW]
[ROW][C]211[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]212[/C][C]3.4012[/C][C]3.52021857142857[/C][C]-0.119018571428572[/C][/ROW]
[ROW][C]213[/C][C]4.72739[/C][C]3.52363472312704[/C][C]1.20375527687296[/C][/ROW]
[ROW][C]214[/C][C]3.3673[/C][C]2.76772288135593[/C][C]0.599577118644068[/C][/ROW]
[ROW][C]215[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]216[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]217[/C][C]1.79176[/C][C]3.52363472312704[/C][C]-1.73187472312704[/C][/ROW]
[ROW][C]218[/C][C]4.06044[/C][C]3.52363472312704[/C][C]0.536805276872964[/C][/ROW]
[ROW][C]219[/C][C]3.91202[/C][C]3.52363472312704[/C][C]0.388385276872964[/C][/ROW]
[ROW][C]220[/C][C]0.69315[/C][C]2.76772288135593[/C][C]-2.07457288135593[/C][/ROW]
[ROW][C]221[/C][C]1.60944[/C][C]2.76772288135593[/C][C]-1.15828288135593[/C][/ROW]
[ROW][C]222[/C][C]4.46591[/C][C]3.52363472312704[/C][C]0.942275276872964[/C][/ROW]
[ROW][C]223[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]224[/C][C]2.89037[/C][C]3.52021857142857[/C][C]-0.629848571428572[/C][/ROW]
[ROW][C]225[/C][C]4.17439[/C][C]3.52363472312704[/C][C]0.650755276872964[/C][/ROW]
[ROW][C]226[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]227[/C][C]4.00733[/C][C]3.52363472312704[/C][C]0.483695276872964[/C][/ROW]
[ROW][C]228[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]229[/C][C]2.63906[/C][C]3.52363472312704[/C][C]-0.884574723127036[/C][/ROW]
[ROW][C]230[/C][C]4.11087[/C][C]3.52363472312704[/C][C]0.587235276872964[/C][/ROW]
[ROW][C]231[/C][C]4.47734[/C][C]3.52363472312704[/C][C]0.953705276872964[/C][/ROW]
[ROW][C]232[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]233[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]234[/C][C]0.69315[/C][C]2.76772288135593[/C][C]-2.07457288135593[/C][/ROW]
[ROW][C]235[/C][C]4.58497[/C][C]3.52363472312704[/C][C]1.06133527687296[/C][/ROW]
[ROW][C]236[/C][C]0.69315[/C][C]2.10102692307692[/C][C]-1.40787692307692[/C][/ROW]
[ROW][C]237[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]238[/C][C]2.07944[/C][C]3.52363472312704[/C][C]-1.44419472312704[/C][/ROW]
[ROW][C]239[/C][C]4.55388[/C][C]3.52363472312704[/C][C]1.03024527687296[/C][/ROW]
[ROW][C]240[/C][C]3.21888[/C][C]2.76772288135593[/C][C]0.451157118644068[/C][/ROW]
[ROW][C]241[/C][C]2.77259[/C][C]2.10102692307692[/C][C]0.671563076923077[/C][/ROW]
[ROW][C]242[/C][C]3.29584[/C][C]2.76772288135593[/C][C]0.528117118644068[/C][/ROW]
[ROW][C]243[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]244[/C][C]4.02535[/C][C]3.52363472312704[/C][C]0.501715276872964[/C][/ROW]
[ROW][C]245[/C][C]4.38203[/C][C]3.52363472312704[/C][C]0.858395276872964[/C][/ROW]
[ROW][C]246[/C][C]2.99573[/C][C]3.52021857142857[/C][C]-0.524488571428571[/C][/ROW]
[ROW][C]247[/C][C]3.55535[/C][C]3.52363472312704[/C][C]0.0317152768729638[/C][/ROW]
[ROW][C]248[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]249[/C][C]4.47734[/C][C]3.52363472312704[/C][C]0.953705276872964[/C][/ROW]
[ROW][C]250[/C][C]4.06044[/C][C]3.52021857142857[/C][C]0.540221428571428[/C][/ROW]
[ROW][C]251[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]252[/C][C]4.46591[/C][C]3.52021857142857[/C][C]0.945691428571429[/C][/ROW]
[ROW][C]253[/C][C]3.13549[/C][C]2.76772288135593[/C][C]0.367767118644068[/C][/ROW]
[ROW][C]254[/C][C]2.30259[/C][C]2.10102692307692[/C][C]0.201563076923077[/C][/ROW]
[ROW][C]255[/C][C]3.61092[/C][C]3.52021857142857[/C][C]0.0907014285714287[/C][/ROW]
[ROW][C]256[/C][C]3.13549[/C][C]3.52021857142857[/C][C]-0.384728571428572[/C][/ROW]
[ROW][C]257[/C][C]3.89182[/C][C]3.52363472312704[/C][C]0.368185276872964[/C][/ROW]
[ROW][C]258[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]259[/C][C]3.17805[/C][C]2.76772288135593[/C][C]0.410327118644068[/C][/ROW]
[ROW][C]260[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]261[/C][C]2.3979[/C][C]3.52363472312704[/C][C]-1.12573472312704[/C][/ROW]
[ROW][C]262[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]263[/C][C]4.26268[/C][C]3.52363472312704[/C][C]0.739045276872964[/C][/ROW]
[ROW][C]264[/C][C]4.94164[/C][C]3.52363472312704[/C][C]1.41800527687296[/C][/ROW]
[ROW][C]265[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]266[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]267[/C][C]2.19722[/C][C]3.52363472312704[/C][C]-1.32641472312704[/C][/ROW]
[ROW][C]268[/C][C]2.07944[/C][C]3.52021857142857[/C][C]-1.44077857142857[/C][/ROW]
[ROW][C]269[/C][C]4.54329[/C][C]3.52363472312704[/C][C]1.01965527687296[/C][/ROW]
[ROW][C]270[/C][C]2.07944[/C][C]3.52363472312704[/C][C]-1.44419472312704[/C][/ROW]
[ROW][C]271[/C][C]4.36945[/C][C]3.52363472312704[/C][C]0.845815276872964[/C][/ROW]
[ROW][C]272[/C][C]3.97029[/C][C]3.52363472312704[/C][C]0.446655276872964[/C][/ROW]
[ROW][C]273[/C][C]3.98898[/C][C]3.52021857142857[/C][C]0.468761428571429[/C][/ROW]
[ROW][C]274[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]275[/C][C]3.52636[/C][C]2.76772288135593[/C][C]0.758637118644068[/C][/ROW]
[ROW][C]276[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]277[/C][C]5.39363[/C][C]3.52363472312704[/C][C]1.86999527687296[/C][/ROW]
[ROW][C]278[/C][C]3.63759[/C][C]3.52363472312704[/C][C]0.113955276872964[/C][/ROW]
[ROW][C]279[/C][C]2.30259[/C][C]2.76772288135593[/C][C]-0.465132881355932[/C][/ROW]
[ROW][C]280[/C][C]4.92725[/C][C]3.52363472312704[/C][C]1.40361527687296[/C][/ROW]
[ROW][C]281[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]282[/C][C]2.70805[/C][C]3.52363472312704[/C][C]-0.815584723127036[/C][/ROW]
[ROW][C]283[/C][C]2.07944[/C][C]3.52363472312704[/C][C]-1.44419472312704[/C][/ROW]
[ROW][C]284[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]285[/C][C]5.05625[/C][C]3.52363472312704[/C][C]1.53261527687296[/C][/ROW]
[ROW][C]286[/C][C]4.93447[/C][C]3.52363472312704[/C][C]1.41083527687296[/C][/ROW]
[ROW][C]287[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]288[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]289[/C][C]1.38629[/C][C]2.76772288135593[/C][C]-1.38143288135593[/C][/ROW]
[ROW][C]290[/C][C]2.77259[/C][C]3.52363472312704[/C][C]-0.751044723127036[/C][/ROW]
[ROW][C]291[/C][C]3.91202[/C][C]3.52363472312704[/C][C]0.388385276872964[/C][/ROW]
[ROW][C]292[/C][C]4.35671[/C][C]3.52363472312704[/C][C]0.833075276872964[/C][/ROW]
[ROW][C]293[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]294[/C][C]4.02535[/C][C]3.52363472312704[/C][C]0.501715276872964[/C][/ROW]
[ROW][C]295[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]296[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]297[/C][C]4.09434[/C][C]3.52021857142857[/C][C]0.574121428571428[/C][/ROW]
[ROW][C]298[/C][C]3.04452[/C][C]3.52021857142857[/C][C]-0.475698571428572[/C][/ROW]
[ROW][C]299[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]300[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]301[/C][C]2.63906[/C][C]2.10102692307692[/C][C]0.538033076923077[/C][/ROW]
[ROW][C]302[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]303[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]304[/C][C]2.19722[/C][C]2.76772288135593[/C][C]-0.570502881355932[/C][/ROW]
[ROW][C]305[/C][C]3.7612[/C][C]3.52021857142857[/C][C]0.240981428571429[/C][/ROW]
[ROW][C]306[/C][C]2.77259[/C][C]2.76772288135593[/C][C]0.00486711864406786[/C][/ROW]
[ROW][C]307[/C][C]3.4012[/C][C]2.76772288135593[/C][C]0.633477118644068[/C][/ROW]
[ROW][C]308[/C][C]3.61092[/C][C]2.76772288135593[/C][C]0.843197118644068[/C][/ROW]
[ROW][C]309[/C][C]3.3673[/C][C]2.76772288135593[/C][C]0.599577118644068[/C][/ROW]
[ROW][C]310[/C][C]0.69315[/C][C]2.10102692307692[/C][C]-1.40787692307692[/C][/ROW]
[ROW][C]311[/C][C]2.94444[/C][C]2.76772288135593[/C][C]0.176717118644068[/C][/ROW]
[ROW][C]312[/C][C]4.17439[/C][C]3.52363472312704[/C][C]0.650755276872964[/C][/ROW]
[ROW][C]313[/C][C]2.83321[/C][C]3.52363472312704[/C][C]-0.690424723127036[/C][/ROW]
[ROW][C]314[/C][C]3.04452[/C][C]2.10102692307692[/C][C]0.943493076923077[/C][/ROW]
[ROW][C]315[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]316[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]317[/C][C]4.23411[/C][C]3.52363472312704[/C][C]0.710475276872964[/C][/ROW]
[ROW][C]318[/C][C]4.81218[/C][C]3.52363472312704[/C][C]1.28854527687296[/C][/ROW]
[ROW][C]319[/C][C]4.39445[/C][C]3.52363472312704[/C][C]0.870815276872964[/C][/ROW]
[ROW][C]320[/C][C]2.63906[/C][C]2.76772288135593[/C][C]-0.128662881355932[/C][/ROW]
[ROW][C]321[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]322[/C][C]1.94591[/C][C]3.52021857142857[/C][C]-1.57430857142857[/C][/ROW]
[ROW][C]323[/C][C]2.94444[/C][C]3.52363472312704[/C][C]-0.579194723127036[/C][/ROW]
[ROW][C]324[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]325[/C][C]3.21888[/C][C]2.76772288135593[/C][C]0.451157118644068[/C][/ROW]
[ROW][C]326[/C][C]2.77259[/C][C]3.52363472312704[/C][C]-0.751044723127036[/C][/ROW]
[ROW][C]327[/C][C]4.61512[/C][C]3.52363472312704[/C][C]1.09148527687296[/C][/ROW]
[ROW][C]328[/C][C]1.60944[/C][C]2.10102692307692[/C][C]-0.491586923076923[/C][/ROW]
[ROW][C]329[/C][C]2.07944[/C][C]2.10102692307692[/C][C]-0.021586923076923[/C][/ROW]
[ROW][C]330[/C][C]3.8712[/C][C]3.52021857142857[/C][C]0.350981428571429[/C][/ROW]
[ROW][C]331[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]332[/C][C]3.58352[/C][C]3.52363472312704[/C][C]0.0598852768729641[/C][/ROW]
[ROW][C]333[/C][C]4.68213[/C][C]3.52363472312704[/C][C]1.15849527687296[/C][/ROW]
[ROW][C]334[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]335[/C][C]2.30259[/C][C]2.76772288135593[/C][C]-0.465132881355932[/C][/ROW]
[ROW][C]336[/C][C]3.55535[/C][C]3.52363472312704[/C][C]0.0317152768729638[/C][/ROW]
[ROW][C]337[/C][C]3.46574[/C][C]3.52021857142857[/C][C]-0.0544785714285716[/C][/ROW]
[ROW][C]338[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]339[/C][C]4.21951[/C][C]3.52021857142857[/C][C]0.699291428571428[/C][/ROW]
[ROW][C]340[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]341[/C][C]2.70805[/C][C]3.52021857142857[/C][C]-0.812168571428571[/C][/ROW]
[ROW][C]342[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]343[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]344[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]345[/C][C]4.15888[/C][C]3.52363472312704[/C][C]0.635245276872964[/C][/ROW]
[ROW][C]346[/C][C]1.79176[/C][C]2.76772288135593[/C][C]-0.975962881355932[/C][/ROW]
[ROW][C]347[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]348[/C][C]2.83321[/C][C]3.52021857142857[/C][C]-0.687008571428572[/C][/ROW]
[ROW][C]349[/C][C]3.52636[/C][C]2.10102692307692[/C][C]1.42533307692308[/C][/ROW]
[ROW][C]350[/C][C]3.2581[/C][C]2.76772288135593[/C][C]0.490377118644068[/C][/ROW]
[ROW][C]351[/C][C]3.98898[/C][C]2.76772288135593[/C][C]1.22125711864407[/C][/ROW]
[ROW][C]352[/C][C]1.60944[/C][C]2.76772288135593[/C][C]-1.15828288135593[/C][/ROW]
[ROW][C]353[/C][C]3.49651[/C][C]3.52363472312704[/C][C]-0.0271247231270362[/C][/ROW]
[ROW][C]354[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]355[/C][C]4.67283[/C][C]3.52363472312704[/C][C]1.14919527687296[/C][/ROW]
[ROW][C]356[/C][C]3.43399[/C][C]2.76772288135593[/C][C]0.666267118644068[/C][/ROW]
[ROW][C]357[/C][C]2.07944[/C][C]3.52363472312704[/C][C]-1.44419472312704[/C][/ROW]
[ROW][C]358[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]359[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]360[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]361[/C][C]0.69315[/C][C]2.10102692307692[/C][C]-1.40787692307692[/C][/ROW]
[ROW][C]362[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]363[/C][C]3.82864[/C][C]3.52363472312704[/C][C]0.305005276872964[/C][/ROW]
[ROW][C]364[/C][C]3.8712[/C][C]3.52363472312704[/C][C]0.347565276872964[/C][/ROW]
[ROW][C]365[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]366[/C][C]3.2581[/C][C]3.52363472312704[/C][C]-0.265534723127036[/C][/ROW]
[ROW][C]367[/C][C]3.3322[/C][C]3.52021857142857[/C][C]-0.188018571428572[/C][/ROW]
[ROW][C]368[/C][C]3.49651[/C][C]3.52363472312704[/C][C]-0.0271247231270362[/C][/ROW]
[ROW][C]369[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]370[/C][C]4.57471[/C][C]3.52363472312704[/C][C]1.05107527687296[/C][/ROW]
[ROW][C]371[/C][C]3.91202[/C][C]3.52363472312704[/C][C]0.388385276872964[/C][/ROW]
[ROW][C]372[/C][C]3.80666[/C][C]2.76772288135593[/C][C]1.03893711864407[/C][/ROW]
[ROW][C]373[/C][C]3.93183[/C][C]3.52021857142857[/C][C]0.411611428571429[/C][/ROW]
[ROW][C]374[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]375[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]376[/C][C]2.94444[/C][C]2.76772288135593[/C][C]0.176717118644068[/C][/ROW]
[ROW][C]377[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]378[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]379[/C][C]3.17805[/C][C]2.76772288135593[/C][C]0.410327118644068[/C][/ROW]
[ROW][C]380[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]381[/C][C]2.63906[/C][C]2.10102692307692[/C][C]0.538033076923077[/C][/ROW]
[ROW][C]382[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]383[/C][C]2.70805[/C][C]2.76772288135593[/C][C]-0.0596728813559322[/C][/ROW]
[ROW][C]384[/C][C]3.78419[/C][C]3.52021857142857[/C][C]0.263971428571429[/C][/ROW]
[ROW][C]385[/C][C]3.78419[/C][C]3.52363472312704[/C][C]0.260555276872964[/C][/ROW]
[ROW][C]386[/C][C]1.60944[/C][C]3.52363472312704[/C][C]-1.91419472312704[/C][/ROW]
[ROW][C]387[/C][C]3.3673[/C][C]3.52363472312704[/C][C]-0.156334723127036[/C][/ROW]
[ROW][C]388[/C][C]3.04452[/C][C]2.10102692307692[/C][C]0.943493076923077[/C][/ROW]
[ROW][C]389[/C][C]4.45435[/C][C]3.52363472312704[/C][C]0.930715276872964[/C][/ROW]
[ROW][C]390[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]391[/C][C]2.63906[/C][C]2.10102692307692[/C][C]0.538033076923077[/C][/ROW]
[ROW][C]392[/C][C]3.3322[/C][C]3.52363472312704[/C][C]-0.191434723127036[/C][/ROW]
[ROW][C]393[/C][C]3.43399[/C][C]2.76772288135593[/C][C]0.666267118644068[/C][/ROW]
[ROW][C]394[/C][C]3.89182[/C][C]3.52363472312704[/C][C]0.368185276872964[/C][/ROW]
[ROW][C]395[/C][C]2.19722[/C][C]3.52363472312704[/C][C]-1.32641472312704[/C][/ROW]
[ROW][C]396[/C][C]4.59512[/C][C]3.52363472312704[/C][C]1.07148527687296[/C][/ROW]
[ROW][C]397[/C][C]3.49651[/C][C]3.52021857142857[/C][C]-0.0237085714285716[/C][/ROW]
[ROW][C]398[/C][C]2.83321[/C][C]3.52363472312704[/C][C]-0.690424723127036[/C][/ROW]
[ROW][C]399[/C][C]2.19722[/C][C]2.76772288135593[/C][C]-0.570502881355932[/C][/ROW]
[ROW][C]400[/C][C]2.89037[/C][C]2.76772288135593[/C][C]0.122647118644068[/C][/ROW]
[ROW][C]401[/C][C]3.4012[/C][C]3.52021857142857[/C][C]-0.119018571428572[/C][/ROW]
[ROW][C]402[/C][C]2.99573[/C][C]2.76772288135593[/C][C]0.228007118644068[/C][/ROW]
[ROW][C]403[/C][C]3.73767[/C][C]3.52363472312704[/C][C]0.214035276872964[/C][/ROW]
[ROW][C]404[/C][C]2.94444[/C][C]2.76772288135593[/C][C]0.176717118644068[/C][/ROW]
[ROW][C]405[/C][C]3.58352[/C][C]3.52363472312704[/C][C]0.0598852768729641[/C][/ROW]
[ROW][C]406[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]407[/C][C]4.8752[/C][C]3.52363472312704[/C][C]1.35156527687296[/C][/ROW]
[ROW][C]408[/C][C]4.33073[/C][C]3.52363472312704[/C][C]0.807095276872964[/C][/ROW]
[ROW][C]409[/C][C]3.29584[/C][C]3.52021857142857[/C][C]-0.224378571428571[/C][/ROW]
[ROW][C]410[/C][C]3.78419[/C][C]3.52363472312704[/C][C]0.260555276872964[/C][/ROW]
[ROW][C]411[/C][C]3.61092[/C][C]2.76772288135593[/C][C]0.843197118644068[/C][/ROW]
[ROW][C]412[/C][C]2.83321[/C][C]2.76772288135593[/C][C]0.0654871186440675[/C][/ROW]
[ROW][C]413[/C][C]3.7612[/C][C]3.52021857142857[/C][C]0.240981428571429[/C][/ROW]
[ROW][C]414[/C][C]3.58352[/C][C]2.76772288135593[/C][C]0.815797118644068[/C][/ROW]
[ROW][C]415[/C][C]3.17805[/C][C]2.76772288135593[/C][C]0.410327118644068[/C][/ROW]
[ROW][C]416[/C][C]3.52636[/C][C]3.52021857142857[/C][C]0.00614142857142852[/C][/ROW]
[ROW][C]417[/C][C]4.21951[/C][C]3.52363472312704[/C][C]0.695875276872964[/C][/ROW]
[ROW][C]418[/C][C]3.93183[/C][C]3.52363472312704[/C][C]0.408195276872964[/C][/ROW]
[ROW][C]419[/C][C]2.30259[/C][C]2.76772288135593[/C][C]-0.465132881355932[/C][/ROW]
[ROW][C]420[/C][C]3.2581[/C][C]2.76772288135593[/C][C]0.490377118644068[/C][/ROW]
[ROW][C]421[/C][C]2.70805[/C][C]2.76772288135593[/C][C]-0.0596728813559322[/C][/ROW]
[ROW][C]422[/C][C]3.55535[/C][C]2.76772288135593[/C][C]0.787627118644068[/C][/ROW]
[ROW][C]423[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]424[/C][C]4.36945[/C][C]3.52021857142857[/C][C]0.849231428571428[/C][/ROW]
[ROW][C]425[/C][C]4.70048[/C][C]3.52363472312704[/C][C]1.17684527687296[/C][/ROW]
[ROW][C]426[/C][C]2.48491[/C][C]2.10102692307692[/C][C]0.383883076923077[/C][/ROW]
[ROW][C]427[/C][C]1.60944[/C][C]3.52363472312704[/C][C]-1.91419472312704[/C][/ROW]
[ROW][C]428[/C][C]3.78419[/C][C]3.52363472312704[/C][C]0.260555276872964[/C][/ROW]
[ROW][C]429[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]430[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]431[/C][C]3.21888[/C][C]3.52363472312704[/C][C]-0.304754723127036[/C][/ROW]
[ROW][C]432[/C][C]2.48491[/C][C]3.52363472312704[/C][C]-1.03872472312704[/C][/ROW]
[ROW][C]433[/C][C]2.19722[/C][C]2.76772288135593[/C][C]-0.570502881355932[/C][/ROW]
[ROW][C]434[/C][C]4.93447[/C][C]3.52021857142857[/C][C]1.41425142857143[/C][/ROW]
[ROW][C]435[/C][C]4.04305[/C][C]3.52363472312704[/C][C]0.519415276872964[/C][/ROW]
[ROW][C]436[/C][C]4.51086[/C][C]3.52363472312704[/C][C]0.987225276872964[/C][/ROW]
[ROW][C]437[/C][C]1.94591[/C][C]2.10102692307692[/C][C]-0.155116923076923[/C][/ROW]
[ROW][C]438[/C][C]3.09104[/C][C]3.52363472312704[/C][C]-0.432594723127036[/C][/ROW]
[ROW][C]439[/C][C]4.60517[/C][C]3.52363472312704[/C][C]1.08153527687296[/C][/ROW]
[ROW][C]440[/C][C]3.63759[/C][C]3.52363472312704[/C][C]0.113955276872964[/C][/ROW]
[ROW][C]441[/C][C]3.46574[/C][C]3.52363472312704[/C][C]-0.0578947231270361[/C][/ROW]
[ROW][C]442[/C][C]3.8712[/C][C]3.52363472312704[/C][C]0.347565276872964[/C][/ROW]
[ROW][C]443[/C][C]5.15329[/C][C]3.52363472312704[/C][C]1.62965527687296[/C][/ROW]
[ROW][C]444[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]445[/C][C]3.49651[/C][C]3.52363472312704[/C][C]-0.0271247231270362[/C][/ROW]
[ROW][C]446[/C][C]2.56495[/C][C]2.76772288135593[/C][C]-0.202772881355932[/C][/ROW]
[ROW][C]447[/C][C]3.85015[/C][C]3.52363472312704[/C][C]0.326515276872964[/C][/ROW]
[ROW][C]448[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]449[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]450[/C][C]2.99573[/C][C]3.52363472312704[/C][C]-0.527904723127036[/C][/ROW]
[ROW][C]451[/C][C]1.38629[/C][C]2.76772288135593[/C][C]-1.38143288135593[/C][/ROW]
[ROW][C]452[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]453[/C][C]2.19722[/C][C]2.76772288135593[/C][C]-0.570502881355932[/C][/ROW]
[ROW][C]454[/C][C]3.55535[/C][C]3.52363472312704[/C][C]0.0317152768729638[/C][/ROW]
[ROW][C]455[/C][C]3.8712[/C][C]3.52363472312704[/C][C]0.347565276872964[/C][/ROW]
[ROW][C]456[/C][C]3.4012[/C][C]3.52363472312704[/C][C]-0.122434723127036[/C][/ROW]
[ROW][C]457[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]458[/C][C]4.34381[/C][C]3.52021857142857[/C][C]0.823591428571429[/C][/ROW]
[ROW][C]459[/C][C]2.3979[/C][C]3.52363472312704[/C][C]-1.12573472312704[/C][/ROW]
[ROW][C]460[/C][C]2.63906[/C][C]3.52363472312704[/C][C]-0.884574723127036[/C][/ROW]
[ROW][C]461[/C][C]2.56495[/C][C]2.76772288135593[/C][C]-0.202772881355932[/C][/ROW]
[ROW][C]462[/C][C]3.3322[/C][C]2.76772288135593[/C][C]0.564477118644068[/C][/ROW]
[ROW][C]463[/C][C]2.56495[/C][C]3.52363472312704[/C][C]-0.958684723127036[/C][/ROW]
[ROW][C]464[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]465[/C][C]2.3979[/C][C]3.52363472312704[/C][C]-1.12573472312704[/C][/ROW]
[ROW][C]466[/C][C]2.3979[/C][C]3.52021857142857[/C][C]-1.12231857142857[/C][/ROW]
[ROW][C]467[/C][C]4.68213[/C][C]3.52363472312704[/C][C]1.15849527687296[/C][/ROW]
[ROW][C]468[/C][C]3.04452[/C][C]3.52363472312704[/C][C]-0.479114723127036[/C][/ROW]
[ROW][C]469[/C][C]3.04452[/C][C]3.52021857142857[/C][C]-0.475698571428572[/C][/ROW]
[ROW][C]470[/C][C]2.19722[/C][C]2.10102692307692[/C][C]0.0961930769230772[/C][/ROW]
[ROW][C]471[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]472[/C][C]4.48864[/C][C]3.52363472312704[/C][C]0.965005276872964[/C][/ROW]
[ROW][C]473[/C][C]2.30259[/C][C]3.52363472312704[/C][C]-1.22104472312704[/C][/ROW]
[ROW][C]474[/C][C]3.29584[/C][C]3.52363472312704[/C][C]-0.227794723127036[/C][/ROW]
[ROW][C]475[/C][C]3.17805[/C][C]3.52363472312704[/C][C]-0.345584723127036[/C][/ROW]
[ROW][C]476[/C][C]4.06044[/C][C]2.76772288135593[/C][C]1.29271711864407[/C][/ROW]
[ROW][C]477[/C][C]4.15888[/C][C]2.76772288135593[/C][C]1.39115711864407[/C][/ROW]
[ROW][C]478[/C][C]3.09104[/C][C]2.10102692307692[/C][C]0.990013076923077[/C][/ROW]
[ROW][C]479[/C][C]4.41884[/C][C]3.52363472312704[/C][C]0.895205276872964[/C][/ROW]
[ROW][C]480[/C][C]2.89037[/C][C]2.76772288135593[/C][C]0.122647118644068[/C][/ROW]
[ROW][C]481[/C][C]1.09861[/C][C]2.10102692307692[/C][C]-1.00241692307692[/C][/ROW]
[ROW][C]482[/C][C]3.43399[/C][C]3.52363472312704[/C][C]-0.0896447231270359[/C][/ROW]
[ROW][C]483[/C][C]3.52636[/C][C]3.52363472312704[/C][C]0.00272527687296398[/C][/ROW]
[ROW][C]484[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]485[/C][C]2.19722[/C][C]3.52363472312704[/C][C]-1.32641472312704[/C][/ROW]
[ROW][C]486[/C][C]3.13549[/C][C]3.52363472312704[/C][C]-0.388144723127036[/C][/ROW]
[ROW][C]487[/C][C]2.07944[/C][C]2.76772288135593[/C][C]-0.688282881355932[/C][/ROW]
[ROW][C]488[/C][C]3.63759[/C][C]2.76772288135593[/C][C]0.869867118644068[/C][/ROW]
[ROW][C]489[/C][C]3.73767[/C][C]3.52021857142857[/C][C]0.217451428571429[/C][/ROW]
[ROW][C]490[/C][C]2.48491[/C][C]2.76772288135593[/C][C]-0.282812881355932[/C][/ROW]
[ROW][C]491[/C][C]1.94591[/C][C]3.52363472312704[/C][C]-1.57772472312704[/C][/ROW]
[ROW][C]492[/C][C]1.94591[/C][C]2.76772288135593[/C][C]-0.821812881355932[/C][/ROW]
[ROW][C]493[/C][C]2.77259[/C][C]2.76772288135593[/C][C]0.00486711864406786[/C][/ROW]
[ROW][C]494[/C][C]2.70805[/C][C]2.76772288135593[/C][C]-0.0596728813559322[/C][/ROW]
[ROW][C]495[/C][C]1.79176[/C][C]2.76772288135593[/C][C]-0.975962881355932[/C][/ROW]
[ROW][C]496[/C][C]2.30259[/C][C]2.76772288135593[/C][C]-0.465132881355932[/C][/ROW]
[ROW][C]497[/C][C]4.11087[/C][C]3.52363472312704[/C][C]0.587235276872964[/C][/ROW]
[ROW][C]498[/C][C]3.4012[/C][C]3.52021857142857[/C][C]-0.119018571428572[/C][/ROW]
[ROW][C]499[/C][C]3.68888[/C][C]3.52363472312704[/C][C]0.165245276872964[/C][/ROW]
[ROW][C]500[/C][C]4.17439[/C][C]3.52363472312704[/C][C]0.650755276872964[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107748&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107748&T=2

As an alternative you can also use a QR Code:

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

Actuals, Predictions, and Residuals
#	Actuals	Forecasts	Residuals
1	3.66356	3.52363472312704	0.139925276872964
2	3.04452	3.52363472312704	-0.479114723127036
3	3.71357	2.76772288135593	0.945847118644068
4	2.94444	3.52363472312704	-0.579194723127036
5	4.06044	3.52363472312704	0.536805276872964
6	3.68888	3.52363472312704	0.165245276872964
7	3.3322	3.52363472312704	-0.191434723127036
8	3.3673	3.52363472312704	-0.156334723127036
9	2.07944	2.76772288135593	-0.688282881355932
10	1.94591	3.52363472312704	-1.57772472312704
11	3.3322	2.76772288135593	0.564477118644068
12	3.21888	3.52363472312704	-0.304754723127036
13	1.09861	2.10102692307692	-1.00241692307692
14	5.3845	3.52363472312704	1.86086527687296
15	3.93183	3.52363472312704	0.408195276872964
16	3.3673	3.52021857142857	-0.152918571428571
17	2.83321	3.52363472312704	-0.690424723127036
18	3.04452	3.52363472312704	-0.479114723127036
19	2.99573	2.76772288135593	0.228007118644068
20	4.21951	3.52363472312704	0.695875276872964
21	3.04452	3.52363472312704	-0.479114723127036
22	3.7612	3.52363472312704	0.237565276872964
23	3.58352	3.52363472312704	0.0598852768729641
24	2.48491	2.76772288135593	-0.282812881355932
25	2.48491	3.52363472312704	-1.03872472312704
26	3.3322	3.52363472312704	-0.191434723127036
27	3.13549	3.52363472312704	-0.388144723127036
28	2.07944	3.52363472312704	-1.44419472312704
29	3.68888	3.52363472312704	0.165245276872964
30	2.99573	2.76772288135593	0.228007118644068
31	3.98898	3.52363472312704	0.465345276872964
32	3.04452	2.10102692307692	0.943493076923077
33	3.55535	3.52363472312704	0.0317152768729638
34	1.79176	3.52363472312704	-1.73187472312704
35	3.04452	2.76772288135593	0.276797118644068
36	2.56495	3.52363472312704	-0.958684723127036
37	4.36945	3.52363472312704	0.845815276872964
38	3.46574	3.52363472312704	-0.0578947231270361
39	4.60517	3.52363472312704	1.08153527687296
40	3.09104	3.52363472312704	-0.432594723127036
41	4.15888	3.52363472312704	0.635245276872964
42	1.79176	3.52363472312704	-1.73187472312704
43	2.48491	3.52021857142857	-1.03530857142857
44	3.21888	3.52363472312704	-0.304754723127036
45	3.73767	2.76772288135593	0.969947118644068
46	4.2485	2.76772288135593	1.48077711864407
47	3.8712	3.52021857142857	0.350981428571429
48	4.00733	3.52363472312704	0.483695276872964
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344	3.13549	3.52363472312704	-0.388144723127036
345	4.15888	3.52363472312704	0.635245276872964
346	1.79176	2.76772288135593	-0.975962881355932
347	3.29584	3.52363472312704	-0.227794723127036
348	2.83321	3.52021857142857	-0.687008571428572
349	3.52636	2.10102692307692	1.42533307692308
350	3.2581	2.76772288135593	0.490377118644068
351	3.98898	2.76772288135593	1.22125711864407
352	1.60944	2.76772288135593	-1.15828288135593
353	3.49651	3.52363472312704	-0.0271247231270362
354	3.17805	3.52363472312704	-0.345584723127036
355	4.67283	3.52363472312704	1.14919527687296
356	3.43399	2.76772288135593	0.666267118644068
357	2.07944	3.52363472312704	-1.44419472312704
358	3.29584	3.52363472312704	-0.227794723127036
359	2.30259	3.52363472312704	-1.22104472312704
360	2.07944	2.76772288135593	-0.688282881355932
361	0.69315	2.10102692307692	-1.40787692307692
362	3.13549	3.52363472312704	-0.388144723127036
363	3.82864	3.52363472312704	0.305005276872964
364	3.8712	3.52363472312704	0.347565276872964
365	2.99573	2.76772288135593	0.228007118644068
366	3.2581	3.52363472312704	-0.265534723127036
367	3.3322	3.52021857142857	-0.188018571428572
368	3.49651	3.52363472312704	-0.0271247231270362
369	1.94591	2.76772288135593	-0.821812881355932
370	4.57471	3.52363472312704	1.05107527687296
371	3.91202	3.52363472312704	0.388385276872964
372	3.80666	2.76772288135593	1.03893711864407
373	3.93183	3.52021857142857	0.411611428571429
374	2.48491	2.76772288135593	-0.282812881355932
375	3.13549	3.52363472312704	-0.388144723127036
376	2.94444	2.76772288135593	0.176717118644068
377	3.4012	3.52363472312704	-0.122434723127036
378	1.94591	2.76772288135593	-0.821812881355932
379	3.17805	2.76772288135593	0.410327118644068
380	3.21888	3.52363472312704	-0.304754723127036
381	2.63906	2.10102692307692	0.538033076923077
382	3.3322	3.52363472312704	-0.191434723127036
383	2.70805	2.76772288135593	-0.0596728813559322
384	3.78419	3.52021857142857	0.263971428571429
385	3.78419	3.52363472312704	0.260555276872964
386	1.60944	3.52363472312704	-1.91419472312704
387	3.3673	3.52363472312704	-0.156334723127036
388	3.04452	2.10102692307692	0.943493076923077
389	4.45435	3.52363472312704	0.930715276872964
390	1.94591	2.76772288135593	-0.821812881355932
391	2.63906	2.10102692307692	0.538033076923077
392	3.3322	3.52363472312704	-0.191434723127036
393	3.43399	2.76772288135593	0.666267118644068
394	3.89182	3.52363472312704	0.368185276872964
395	2.19722	3.52363472312704	-1.32641472312704
396	4.59512	3.52363472312704	1.07148527687296
397	3.49651	3.52021857142857	-0.0237085714285716
398	2.83321	3.52363472312704	-0.690424723127036
399	2.19722	2.76772288135593	-0.570502881355932
400	2.89037	2.76772288135593	0.122647118644068
401	3.4012	3.52021857142857	-0.119018571428572
402	2.99573	2.76772288135593	0.228007118644068
403	3.73767	3.52363472312704	0.214035276872964
404	2.94444	2.76772288135593	0.176717118644068
405	3.58352	3.52363472312704	0.0598852768729641
406	3.29584	3.52363472312704	-0.227794723127036
407	4.8752	3.52363472312704	1.35156527687296
408	4.33073	3.52363472312704	0.807095276872964
409	3.29584	3.52021857142857	-0.224378571428571
410	3.78419	3.52363472312704	0.260555276872964
411	3.61092	2.76772288135593	0.843197118644068
412	2.83321	2.76772288135593	0.0654871186440675
413	3.7612	3.52021857142857	0.240981428571429
414	3.58352	2.76772288135593	0.815797118644068
415	3.17805	2.76772288135593	0.410327118644068
416	3.52636	3.52021857142857	0.00614142857142852
417	4.21951	3.52363472312704	0.695875276872964
418	3.93183	3.52363472312704	0.408195276872964
419	2.30259	2.76772288135593	-0.465132881355932
420	3.2581	2.76772288135593	0.490377118644068
421	2.70805	2.76772288135593	-0.0596728813559322
422	3.55535	2.76772288135593	0.787627118644068
423	1.94591	2.76772288135593	-0.821812881355932
424	4.36945	3.52021857142857	0.849231428571428
425	4.70048	3.52363472312704	1.17684527687296
426	2.48491	2.10102692307692	0.383883076923077
427	1.60944	3.52363472312704	-1.91419472312704
428	3.78419	3.52363472312704	0.260555276872964
429	1.94591	2.76772288135593	-0.821812881355932
430	3.09104	3.52363472312704	-0.432594723127036
431	3.21888	3.52363472312704	-0.304754723127036
432	2.48491	3.52363472312704	-1.03872472312704
433	2.19722	2.76772288135593	-0.570502881355932
434	4.93447	3.52021857142857	1.41425142857143
435	4.04305	3.52363472312704	0.519415276872964
436	4.51086	3.52363472312704	0.987225276872964
437	1.94591	2.10102692307692	-0.155116923076923
438	3.09104	3.52363472312704	-0.432594723127036
439	4.60517	3.52363472312704	1.08153527687296
440	3.63759	3.52363472312704	0.113955276872964
441	3.46574	3.52363472312704	-0.0578947231270361
442	3.8712	3.52363472312704	0.347565276872964
443	5.15329	3.52363472312704	1.62965527687296
444	3.04452	3.52363472312704	-0.479114723127036
445	3.49651	3.52363472312704	-0.0271247231270362
446	2.56495	2.76772288135593	-0.202772881355932
447	3.85015	3.52363472312704	0.326515276872964
448	2.48491	2.76772288135593	-0.282812881355932
449	2.07944	2.76772288135593	-0.688282881355932
450	2.99573	3.52363472312704	-0.527904723127036
451	1.38629	2.76772288135593	-1.38143288135593
452	3.17805	3.52363472312704	-0.345584723127036
453	2.19722	2.76772288135593	-0.570502881355932
454	3.55535	3.52363472312704	0.0317152768729638
455	3.8712	3.52363472312704	0.347565276872964
456	3.4012	3.52363472312704	-0.122434723127036
457	3.04452	3.52363472312704	-0.479114723127036
458	4.34381	3.52021857142857	0.823591428571429
459	2.3979	3.52363472312704	-1.12573472312704
460	2.63906	3.52363472312704	-0.884574723127036
461	2.56495	2.76772288135593	-0.202772881355932
462	3.3322	2.76772288135593	0.564477118644068
463	2.56495	3.52363472312704	-0.958684723127036
464	3.68888	3.52363472312704	0.165245276872964
465	2.3979	3.52363472312704	-1.12573472312704
466	2.3979	3.52021857142857	-1.12231857142857
467	4.68213	3.52363472312704	1.15849527687296
468	3.04452	3.52363472312704	-0.479114723127036
469	3.04452	3.52021857142857	-0.475698571428572
470	2.19722	2.10102692307692	0.0961930769230772
471	3.17805	3.52363472312704	-0.345584723127036
472	4.48864	3.52363472312704	0.965005276872964
473	2.30259	3.52363472312704	-1.22104472312704
474	3.29584	3.52363472312704	-0.227794723127036
475	3.17805	3.52363472312704	-0.345584723127036
476	4.06044	2.76772288135593	1.29271711864407
477	4.15888	2.76772288135593	1.39115711864407
478	3.09104	2.10102692307692	0.990013076923077
479	4.41884	3.52363472312704	0.895205276872964
480	2.89037	2.76772288135593	0.122647118644068
481	1.09861	2.10102692307692	-1.00241692307692
482	3.43399	3.52363472312704	-0.0896447231270359
483	3.52636	3.52363472312704	0.00272527687296398
484	3.13549	3.52363472312704	-0.388144723127036
485	2.19722	3.52363472312704	-1.32641472312704
486	3.13549	3.52363472312704	-0.388144723127036
487	2.07944	2.76772288135593	-0.688282881355932
488	3.63759	2.76772288135593	0.869867118644068
489	3.73767	3.52021857142857	0.217451428571429
490	2.48491	2.76772288135593	-0.282812881355932
491	1.94591	3.52363472312704	-1.57772472312704
492	1.94591	2.76772288135593	-0.821812881355932
493	2.77259	2.76772288135593	0.00486711864406786
494	2.70805	2.76772288135593	-0.0596728813559322
495	1.79176	2.76772288135593	-0.975962881355932
496	2.30259	2.76772288135593	-0.465132881355932
497	4.11087	3.52363472312704	0.587235276872964
498	3.4012	3.52021857142857	-0.119018571428572
499	3.68888	3.52363472312704	0.165245276872964
500	4.17439	3.52363472312704	0.650755276872964

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = 1 ; par2 = none ; par4 = no ;

Parameters (R input):

par1 = 1 ; par2 = none ; par3 = ; 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')
}

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code