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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_regression_trees1.wasp
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationTue, 21 Dec 2010 22:45:11 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/21/t129297138816vmyjsbv02vin5.htm/, Retrieved Sun, 19 May 2024 20:28:57 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=114019, Retrieved Sun, 19 May 2024 20:28:57 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact169

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Recursive Partitioning (Regression Trees)] [] [2010-12-05 18:59:57] [b98453cac15ba1066b407e146608df68]
-   PD    [Recursive Partitioning (Regression Trees)] [workshop10RP] [2010-12-21 22:45:11] [6e19356a8195a048e2417405f21c29e8] [Current]
-   PD      [Recursive Partitioning (Regression Trees)] [workshop10RP2] [2010-12-21 23:15:01] [8b2514d8f13517d765015fc185a22b4b]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
1,3866	126,64	40,7819
1,3582	126,81	39,5915
1,3332	125,84	38,8859
1,3595	126,77	39,9068
1,3617	124,34	41,47
1,3684	124,4	41,5613
1,3394	120,48	41,6005
1,3262	118,54	41,4113
1,3173	117,66	41,84
1,3085	116,97	42,2892
1,327	120,11	43,1521
1,3182	119,16	43,5998
1,293	116,9	43,116
1,291	116,11	42,4185
1,2984	114,98	42,3687
1,2795	113,65	42,2975
1,299	115,82	42,8528
1,3174	117,59	43,535
1,326	118,57	44,7265
1,3111	118,07	45,7293
1,2816	114,98	45,7585
1,276	114,04	46,1685
1,2849	115,02	46,5075
1,2818	114,28	46,527
1,2829	115,04	46,601
1,2796	116,7	46,4607
1,3008	119,21	46,7135
1,2967	118,39	46,4113
1,2938	116,5	45,55
1,2833	115,46	44,6081
1,2823	117,59	44,4395
1,2765	117,33	44,9847
1,2634	116,2	45,7558
1,2596	116,83	45,3942
1,2705	118,99	45,697
1,2591	118,62	45,5664
1,2798	121,09	46,0205
1,2763	122,4	45,9195
1,2795	123,76	45,8005
1,2782	125,33	45,535
1,2644	123,23	45,4977
1,2596	122,52	45,5782
1,2615	123,64	45,7697
1,2555	124,67	45,2445
1,2555	124,71	45,0615
1,2658	122,53	45,2865
1,2565	124,4	44,791
1,2783	125,45	44,7625
1,2786	125,35	44,7644
1,2782	124,3	44,9973
1,2905	127,03	44,7265
1,3042	128,51	45,1465
1,2942	128,1	44,7465
1,313	128,94	45,1795
1,3671	129,67	45,6515
1,3549	129,87	45,492
1,3558	131,12	45,2775
1,3507	132,68	45,2115
1,3494	132,24	45,411
1,3607	133,63	45,4005
1,3295	129,91	44,7692
1,3193	127,93	44,8913
1,3308	131,17	45,032
1,3246	130,86	44,879
1,3392	133,48	44,833
1,3425	134,08	44,8257
1,3496	136,02	44,7815
1,3255	132,8	44,479
1,3231	132,37	44,6317
1,3273	133,05	44,5043
1,3276	132,57	44,3217
1,3173	130,7	44,1005
1,3196	130,5	44,047
1,3058	129,67	43,6835
1,2966	127,8	43,7864
1,2932	126,82	44,1807
1,2947	126,85	43,9595
1,305	128,28	43,937
1,3232	128,3	43,991
1,3125	126,82	43,865
1,2992	125,08	43,671
1,3266	128,53	43,93
1,3275	130,34	43,863
1,3223	131,52	43,7095
1,3403	132,59	43,9435
1,3322	131,17	43,736
1,3363	132,72	43,6295
1,3425	133,36	43,598
1,3574	132,82	43,8726
1,3683	132,9	43,8935
1,3623	130,9	43,5957
1,3563	129,41	43,7155
1,3518	128,67	43,528
1,3494	129,28	43,3415
1,3612	130,91	43,3374
1,369	131,06	43,332
1,3771	130,84	43,3869
1,3972	131,41	43,5016
1,401	133,22	43,4875
1,3908	132,06	43,6023
1,3901	132,48	43,3886
1,3856	134,38	43,3105
1,4098	135,22	43,4455
1,422	134,89	43,5185
1,4238	136,09	43,5755
1,4207	136,33	43,6217
1,4095	136,32	43,644
1,4177	137,48	43,5789
1,3866	136,53	43,5215
1,3959	136,8	43,5033
1,4102	138,03	43,632
1,3969	137,39	43,263
1,4004	137,55	43,3717
1,385	136,08	43,2745
1,389	134,78	43,2647
1,384	133,28	43,324
1,392	133,57	43,4455
1,3932	134,84	43,4098
1,3858	133,02	43,41
1,3978	133,49	43,93
1,4029	133,77	43,8104
1,394	134,34	43,54
1,4096	134,5	43,858
1,4058	134,03	43,8375
1,4134	135,51	43,881
1,4096	136,53	43,887
1,4049	135,95	43,8009
1,4009	134,32	43,7877
1,3897	132,44	43,811
1,4019	133,61	44,0625
1,3901	131,02	44,125
1,399	130,05	44,52
1,3901	128,21	45,4005
1,3975	129,03	45,89
1,3991	130,34	45,189
1,4089	131,57	44,9035
1,413	132,63	44,9351
1,409	132,06	44,801
1,4217	134,44	43,98
1,4223	134,1	44,11
1,4191	132,49	44,2661
1,4229	134,23	44,361
1,4227	134,92	44,099
1,4269	135,61	43,8435
1,4229	134,53	43,8914
1,4104	133,86	44,217
1,4053	133,89	44,506
1,4138	135,33	44,54
1,4303	135,86	44,4465
1,4384	136,22	44,842
1,441	137,38	44,8946
1,437	137,31	44,951
1,4357	136,89	45,445
1,4202	138,01	45,0035
1,4166	136,72	45,769
1,417	135,77	46,09
1,4293	137,52	45,412
1,4294	135,61	45,12
1,4072	132,94	45,48
1,4101	134,12	45,105
1,4112	132,55	45,056
1,4243	134,11	45,22
1,433	134,19	45,39
1,4323	135,57	45,041
1,4324	135,05	44,9399
1,427	134,32	44,9315
1,4268	133,61	45,1935
1,4364	134,75	45,3466
1,4272	133,1	45,4645
1,4314	133,26	45,5685
1,422	131,63	45,3921
1,4335	132,47	45,34
1,4262	132,45	45,1308
1,433	133,33	45,1005
1,4473	133,57	45,37
1,4522	134,13	45,2
1,4545	133,92	44,9614
1,4594	132,62	44,8015
1,4561	132,3	44,9152
1,4611	133,26	45,095
1,4671	132,6	44,9271
1,4712	134,38	44,6026
1,4705	134,17	44,5
1,4658	135,46	44,54
1,478	135,09	44,5532
1,4783	134,96	44,407
1,4768	133,85	44,259
1,467	132,59	44,1365
1,465	131,15	44,112
1,4549	130,91	43,8814
1,4643	131,07	43,98
1,4539	130,78	43,7294
1,4537	129,95	43,9119
1,4616	131,41	43,955
1,4722	131,21	43,9
1,4694	130,68	43,7065
1,4763	130,46	43,6939
1,475	131,12	43,6587
1,4765	132,99	43,5885
1,4864	133,02	43,8885
1,4881	133,39	43,8216
1,4864	134,07	43,751
1,4869	135,6	43,699
1,4918	135,66	43,7425
1,4971	135,53	43,639
1,4921	135,82	43,589
1,5	136,9	43,606
1,502	137,97	43,5325
1,5019	138,09	43,385
1,4874	136,91	43,3745
1,4785	134,76	43,236
1,4788	135,13	43,1957
1,48	134,66	43,01
1,4772	132,95	43,1401
1,4658	132,25	43,0487
1,4761	134,3	43,1972
1,4867	134,3	43,2461
1,4862	134,76	43,0866
1,4984	134,81	43,0865
1,4966	134,51	43,0194
1,5037	135,11	43,08
1,4922	134,32	43,007
1,4868	133,51	42,9278
1,4965	134,02	42,9545
1,4875	132,76	42,7995
1,4957	133,39	42,9048
1,4863	132,05	42,9468
1,4815	131,87	43,08
1,4968	133,03	43,1274
1,4969	132,57	43,1625
1,5083	132,1	43,45
1,5071	130,7	43,831
1,4918	129,2	43,7769
1,5023	129,77	43,98
1,5074	131,02	43,92
1,509	131,55	44,11
1,512	133,17	44,03
1,5068	133,08	44,1582
1,4787	133,24	44,14
1,4774	130,74	45,07
1,4768	129,91	44,8737
1,473	130,03	44,8505
1,4757	131,13	44,373
1,4647	129,55	44,075
1,4541	130,22	43,9725
1,456	130,61	44,094
1,4343	129,27	44,191
1,4337	129,68	43,9685
1,4368	130,1	43,79
1,4279	130,83	43,6041
1,4276	130,95	43,1707
1,4398	131,73	42,71
1,4405	131,86	42,755
1,4433	132,44	43,3316
1,4338	132,35	43,5
1,4406	133,16	43,154
1,4389	133,62	43,16
1,4442	132,54	43,1
1,435	132,69	42,85
1,4304	133,5	42,6175
1,4273	133,36	42,5
1,4528	134,23	42,6285
1,4481	132,41	42,6974
1,4563	133,02	43,04
1,4486	132,88	42,673
1,4374	130,76	42,5015
1,4369	130,33	42,538
1,4279	129,79	42,3735
1,4132	128,65	42,014
1,4064	129,14	41,8618
1,4135	127,35	42,1824
1,4151	127,74	42,605
1,4085	126,31	42,7345
1,4072	125,95	42,615
1,3999	126,36	42,465
1,3966	126,15	42,34
1,3913	125,6	42,251
1,3937	126,2	42,0475
1,3984	126,73	41,86
1,3847	125,68	41,685
1,3691	122,49	41,735
1,3675	122,07	41,706
1,376	123,4	41,764
1,374	123,01	41,58
1,3718	123,03	41,373
1,3572	122,33	41,088
1,3607	122,42	41,137
1,3649	122,68	41,1587
1,3726	124,69	41,185
1,3567	123,3	40,819
1,3519	124,17	40,633
1,3626	124,38	40,858
1,3577	123,19	40,794
1,3547	122,16	40,69
1,3489	120,66	40,595
1,357	120,92	40,7305
1,3525	120,67	40,5471
1,3548	120,68	40,5145
1,3641	121,1	40,7
1,3668	120,86	40,7
1,3582	121,48	40,522
1,3662	123,48	40,6165
1,3557	121,72	40,3985
1,361	123,16	40,2815
1,3657	123,84	40,245
1,3765	124,57	40,3055
1,3705	124,3	40,2696
1,3723	124,22	40,251
1,3756	124,43	40,127
1,366	123,33	39,95
1,3548	122,86	39,675
1,3471	121,25	39,954
1,3519	122,16	39,8828
1,3338	122,62	39,62
1,3356	123,44	39,5415
1,3353	124	39,525
1,3471	124,75	39,8145
1,3482	124,8	39,6675
1,3479	125,93	39,695
1,3468	126,28	39,5985
1,3396	126,04	39,2735
1,334	125,04	39,1435
1,3296	123,76	39,1742
1,3384	125,34	39,2025
1,3585	126,99	39,3946
1,3583	126,34	39,5025
1,3615	127,42	39,4845
1,3544	126,18	39,33
1,3535	125,3	39,295
1,3432	123,5	39,2675
1,3486	125,32	39,2535
1,3373	124,65	38,9845
1,3339	124,03	38,9285
1,3311	125,11	38,8592
1,3321	125,46	38,77
1,329	124,7	38,79
1,3245	124,48	38,8205
1,3256	124,76	38,7577
1,3315	125,81	38,839
1,3238	124,95	38,78
1,3089	123,66	38,54
1,2924	122,66	38,511
1,2727	119,34	38,615
1,2746	117,84	38,898
1,2969	120,97	38,8691
1,2698	117,38	38,384
1,2686	118,06	38,0277
1,2587	116,99	37,72
1,2492	115,55	37,7325
1,2349	114,17	37,626
1,2428	115,32	37,603
1,227	112,49	37,78
1,2334	111,93	38,559
1,2497	112,08	39,0459
1,236	111,63	38,45
1,2223	109,53	38,505
1,2309	111,35	38,2885
1,2255	110,79	37,795
1,2384	113,06	37,92
1,2307	112,62	38,034
1,2155	110,65	38,029
1,2218	112,36	38,063
1,2268	113,74	37,9828
1,206	111,73	37,745
1,1959	109,86	37,969
1,1942	109,32	38,007
1,201	109,99	38,0615
1,2045	109,84	38,0912
1,2127	111,13	38,091
1,2249	112,43	38,431
1,2258	111,77	38,48
1,2277	112,15	38,35
1,2363	112,89	38,214
1,2372	112,12	38,384
1,2391	113,1	38,1375
1,2258	111,09	38,0075
1,2271	110,76	38,0524
1,2262	109,59	38,235
1,2294	109,99	38,31
1,2339	110,25	38,2615
1,2198	108,31	38,13
1,2271	108,79	38,282
1,2328	108,14	38,581
1,2548	109,88	39,0801
1,2531	109,93	39,0387
1,2579	110,46	39,1015
1,2567	109,56	39,1503
1,266	111,49	39,14
1,2637	111,85	39,0275
1,2572	111,35	38,7665
1,2569	110,95	38,691
1,2703	112,49	38,849
1,2828	113,11	39,1644
1,3	112,54	39,4907
1,2957	112,84	39,5095
1,2844	111,5	39,2795
1,2817	111,52	39,0437
1,285	111,57	39,1355
1,2897	112,48	39,143
1,2931	112,31	39,185
1,3033	113,79	39,355
1,2992	114,01	39,297
1,3069	113,64	39,4514
1,3028	112,62	39,4173
1,3073	113,27	39,4305
1,3221	113,51	39,384
1,3206	112,92	39,3261
1,3184	113,66	39,301
1,3176	113,14	39,35
1,3253	113,48	39,64
1,3133	113,23	39,4723
1,3016	110,56	39,3685
1,279	109,5	39,1906
1,2799	109,78	39,1183
1,282	109,49	39,1325
1,286	109,66	39,1144
1,288	109,93	39,1614
1,2836	109,82	39,0908
1,2711	108,54	38,9199
1,2704	108,23	38,913
1,2611	106,19	38,9655
1,2613	106,49	39,029
1,2693	107,15	39,089
1,2713	107,74	39,07
1,27	107,54	39,0046
1,268	107,07	39,1038
1,28	107,54	39,3572
1,2818	107,81	39,388
1,2834	108,38	39,382
1,2874	108,42	39,4398
1,2744	106,86	39,2537
1,2697	106,41	39,2301
1,2715	106,46	39,2763
1,2725	106,84	39,282
1,2801	107,69	39,3325
1,285	107,04	39,557
1,2989	111,04	40,1
1,3078	111,93	40,5875
1,306	111,98	40,485
1,3074	112,07	40,55
1,312	112,05	40,7955
1,3364	113,14	41,456
1,3323	112,49	41,3557
1,3412	113,2	41,374
1,3477	113,52	41,2235
1,346	113,22	41,15
1,3611	113,85	41,3725
1,3648	113,68	41,6923
1,3726	114,26	41,8
1,3705	114,1	41,8045
1,378	114,8	41,64
1,3856	114,98	41,36
1,397	115,1	41,5745
1,3874	114,21	41,593
1,3936	114,24	41,575
1,3833	113,35	41,68
1,3958	114,23	42,0055
1,4101	114,43	42,3188
1,4089	114,28	42,565
1,3896	113	42,3575
1,3859	113,16	42,29
1,3861	112,59	42,695
1,4016	113,65	43,0028
1,3934	113,18	42,4507
1,4031	113,21	42,4705
1,3912	113,11	42,2875
1,3803	112,78	42,3172
1,3857	112,57	42,55
1,3857	111,87	42,7523
1,3926	111,94	42,8993
1,4018	113,18	43,1555
1,4014	113,67	43,1885
1,4244	115,15	43,43
1,4084	114,41	43,31
1,3917	112,88	42,815
1,3945	112,44	42,7017
1,377	113,48	42,28
1,37	112,78	41,922
1,3711	112,59	42,17
1,3626	113,31	42,1962
1,3612	113,21	42,3215
1,3481	112,5	42,3173
1,3647	113,72	42,391
1,3674	114,09	42,463
1,3647	113,97	42,4125
1,3496	112,5	42,304
1,3339	111,28	41,813
1,3321	111,35	41,651
1,3225	110,92	41,539
1,3146	110,73	41,1575
1,2998	109	40,9545

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk

\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 & 10 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114019&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]10 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114019&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114019&T=0

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


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'RServer@AstonUniversity' @ vre.aston.ac.uk






Goodness of Fit
Correlation0.7345
R-squared0.5395
RMSE1.6255

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.7345 \tabularnewline
R-squared & 0.5395 \tabularnewline
RMSE & 1.6255 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114019&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.7345[/C][/ROW]
[ROW][C]R-squared[/C][C]0.5395[/C][/ROW]
[ROW][C]RMSE[/C][C]1.6255[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114019&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114019&T=1

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


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

Goodness of Fit
Correlation0.7345
R-squared0.5395
RMSE1.6255






Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
140.781941.2651800865801-0.483280086580088
239.591541.2651800865801-1.67368008658008
338.885941.2651800865801-2.37928008658009
439.906841.2651800865801-1.35838008658009
541.4741.26518008658010.204819913419911
641.561341.26518008658010.296119913419915
741.600541.26518008658010.335319913419909
841.411341.26518008658010.146119913419909
941.8441.26518008658010.574819913419915
1042.289241.26518008658011.02401991341991
1143.152141.26518008658011.88691991341991
1243.599841.26518008658012.33461991341991
1343.11641.26518008658011.85081991341991
1442.418541.26518008658011.15331991341991
1542.368741.26518008658011.10351991341991
1642.297541.26518008658011.03231991341991
1742.852841.26518008658011.58761991341991
1843.53541.26518008658012.26981991341991
1944.726541.26518008658013.46131991341991
2045.729341.26518008658014.46411991341991
2145.758541.26518008658014.49331991341991
2246.168541.26518008658014.90331991341991
2346.507541.26518008658015.24231991341991
2446.52741.26518008658015.26181991341991
2546.60141.26518008658015.33581991341991
2646.460741.26518008658015.19551991341991
2746.713541.26518008658015.44831991341992
2846.411341.26518008658015.14611991341991
2945.5541.26518008658014.28481991341991
3044.608141.26518008658013.34291991341991
3144.439541.26518008658013.17431991341991
3244.984741.26518008658013.71951991341991
3345.755841.26518008658014.49061991341991
3445.394241.26518008658014.12901991341991
3545.69741.26518008658014.43181991341991
3645.566441.26518008658014.30121991341991
3746.020541.26518008658014.75531991341991
3845.919541.26518008658014.65431991341991
3945.800541.26518008658014.53531991341991
4045.53541.26518008658014.26981991341991
4145.497741.26518008658014.23251991341991
4245.578241.26518008658014.31301991341991
4345.769741.26518008658014.50451991341991
4445.244541.26518008658013.97931991341991
4545.061541.26518008658013.79631991341991
4645.286541.26518008658014.02131991341991
4744.79141.26518008658013.52581991341991
4844.762541.26518008658013.49731991341991
4944.764441.26518008658013.49921991341991
5044.997341.26518008658013.73211991341991
5144.726542.5497752.176725
5245.146544.1392455056181.00725449438202
5344.746544.1392455056180.607254494382019
5445.179544.1392455056181.04025449438202
5545.651544.1392455056181.51225449438202
5645.49244.1392455056181.35275449438202
5745.277544.1392455056181.13825449438202
5845.211544.1392455056181.07225449438202
5945.41144.1392455056181.27175449438202
6045.400544.1392455056181.26125449438202
6144.769244.1392455056180.629954494382019
6244.891344.1392455056180.752054494382023
6345.03244.1392455056180.892754494382018
6444.87944.1392455056180.739754494382019
6544.83344.1392455056180.69375449438202
6644.825744.1392455056180.686454494382019
6744.781544.1392455056180.642254494382023
6844.47944.1392455056180.339754494382021
6944.631744.1392455056180.492454494382024
7044.504344.1392455056180.365054494382022
7144.321744.1392455056180.182454494382021
7244.100544.139245505618-0.0387455056179817
7344.04744.139245505618-0.0922455056179814
7443.683544.139245505618-0.455745505617976
7543.786444.139245505618-0.352845505617978
7644.180742.5497751.630925
7743.959542.5497751.409725
7843.93744.139245505618-0.202245505617981
7943.99144.139245505618-0.148245505617979
8043.86542.5497751.31522500000001
8143.67141.26518008658012.40581991341991
8243.9344.139245505618-0.209245505617979
8343.86344.139245505618-0.276245505617979
8443.709544.139245505618-0.42974550561798
8543.943544.139245505618-0.195745505617978
8643.73644.139245505618-0.403245505617981
8743.629544.139245505618-0.509745505617978
8843.59844.139245505618-0.54124550561798
8943.872644.139245505618-0.26664550561798
9043.893544.139245505618-0.245745505617975
9143.595744.139245505618-0.543545505617978
9243.715544.139245505618-0.42374550561798
9343.52844.139245505618-0.61124550561798
9443.341544.139245505618-0.797745505617975
9543.337444.139245505618-0.801845505617976
9643.33244.139245505618-0.807245505617978
9743.386944.139245505618-0.752345505617981
9843.501644.139245505618-0.637645505617975
9943.487544.139245505618-0.651745505617981
10043.602344.139245505618-0.536945505617979
10143.388644.139245505618-0.750645505617982
10243.310544.139245505618-0.828745505617981
10343.445544.139245505618-0.693745505617976
10443.518544.139245505618-0.620745505617975
10543.575544.139245505618-0.56374550561798
10643.621744.139245505618-0.517545505617981
10743.64444.139245505618-0.49524550561798
10843.578944.139245505618-0.560345505617981
10943.521544.139245505618-0.617745505617975
11043.503344.139245505618-0.635945505617975
11143.63244.139245505618-0.50724550561798
11243.26344.139245505618-0.87624550561798
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11543.264744.139245505618-0.874545505617981
11643.32444.139245505618-0.81524550561798
11743.445544.139245505618-0.693745505617976
11843.409844.139245505618-0.729445505617981
11943.4144.139245505618-0.729245505617982
12043.9344.139245505618-0.209245505617979
12143.810444.139245505618-0.328845505617977
12243.5444.139245505618-0.599245505617979
12343.85844.139245505618-0.281245505617981
12443.837544.139245505618-0.30174550561798
12543.88144.139245505618-0.258245505617978
12643.88744.139245505618-0.252245505617978
12743.800944.139245505618-0.33834550561798
12843.787744.139245505618-0.351545505617977
12943.81144.139245505618-0.328245505617978
13044.062544.139245505618-0.0767455056179784
13144.12544.139245505618-0.0142455056179784
13244.5244.1392455056180.380754494382025
13345.400544.1392455056181.26125449438202
13445.8944.1392455056181.75075449438202
13545.18944.1392455056181.04975449438202
13644.903544.1392455056180.764254494382023
13744.935144.1392455056180.79585449438202
13844.80144.1392455056180.661754494382023
13943.9844.139245505618-0.159245505617982
14044.1144.139245505618-0.029245505617979
14144.266144.1392455056180.126854494382023
14244.36144.1392455056180.221754494382019
14344.09944.139245505618-0.0402455056179818
14443.843544.139245505618-0.29574550561798
14543.891444.139245505618-0.247845505617981
14644.21744.1392455056180.0777544943820203
14744.50644.1392455056180.366754494382022
14844.5444.1392455056180.400754494382021
14944.446544.1392455056180.307254494382022
15044.84244.1392455056180.70275449438202
15144.894644.1392455056180.755354494382019
15244.95144.1392455056180.811754494382022
15345.44544.1392455056181.30575449438202
15445.003544.1392455056180.864254494382024
15545.76944.1392455056181.62975449438202
15646.0944.1392455056181.95075449438202
15745.41244.1392455056181.27275449438202
15845.1244.1392455056180.98075449438202
15945.4844.1392455056181.34075449438202
16045.10544.1392455056180.965754494382018
16145.05644.1392455056180.916754494382019
16245.2244.1392455056181.08075449438202
16345.3944.1392455056181.25075449438202
16445.04144.1392455056180.901754494382018
16544.939944.1392455056180.800654494382023
16644.931544.1392455056180.792254494382021
16745.193544.1392455056181.05425449438202
16845.346644.1392455056181.20735449438202
16945.464544.1392455056181.32525449438202
17045.568544.1392455056181.42925449438202
17145.392144.1392455056181.25285449438202
17245.3444.1392455056181.20075449438202
17345.130844.1392455056180.991554494382022
17445.100544.1392455056180.961254494382018
17545.3744.1392455056181.23075449438202
17645.244.1392455056181.06075449438202
17744.961444.1392455056180.822154494382019
17844.801544.1392455056180.662254494382019
17944.915244.1392455056180.77595449438202
18045.09544.1392455056180.95575449438202
18144.927144.1392455056180.787854494382024
18244.602644.1392455056180.463354494382024
18344.544.1392455056180.360754494382022
18444.5444.1392455056180.400754494382021
18544.553244.1392455056180.413954494382018
18644.40744.1392455056180.267754494382018
18744.25944.1392455056180.119754494382022
18844.136544.139245505618-0.00274550561798037
18944.11244.139245505618-0.0272455056179766
19043.881444.139245505618-0.257845505617979
19143.9844.139245505618-0.159245505617982
19243.729444.139245505618-0.40984550561798
19343.911944.139245505618-0.227345505617976
19443.95544.139245505618-0.18424550561798
19543.944.139245505618-0.23924550561798
19643.706544.139245505618-0.43274550561798
19743.693944.139245505618-0.445345505617979
19843.658744.139245505618-0.480545505617975
19943.588544.139245505618-0.550745505617975
20043.888543.44041351351350.448086486486488
20143.821643.44041351351350.381186486486484
20243.75143.44041351351350.310586486486486
20343.69943.44041351351350.258586486486486
20443.742543.44041351351350.302086486486488
20543.63943.44041351351350.198586486486491
20643.58943.44041351351350.148586486486487
20743.60643.44041351351350.16558648648649
20843.532543.44041351351350.0920864864864868
20943.38543.4404135135135-0.0554135135135141
21043.374543.4404135135135-0.0659135135135145
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21243.195743.4404135135135-0.24471351351351
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21443.140144.139245505618-0.999145505617982
21543.048744.139245505618-1.09054550561798
21643.197244.139245505618-0.942045505617976
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21843.086643.4404135135135-0.353813513513515
21943.086543.4404135135135-0.353913513513511
22043.019443.4404135135135-0.421013513513515
22143.0843.4404135135135-0.360413513513514
22243.00743.4404135135135-0.433413513513514
22342.927843.4404135135135-0.512613513513514
22442.954543.4404135135135-0.485913513513509
22542.799543.4404135135135-0.64091351351351
22642.904843.4404135135135-0.53561351351351
22742.946843.4404135135135-0.493613513513509
22843.0843.4404135135135-0.360413513513514
22943.127443.4404135135135-0.313013513513511
23043.162543.4404135135135-0.277913513513511
23143.4543.44041351351350.00958648648649074
23243.83143.44041351351350.390586486486491
23343.776943.44041351351350.336486486486486
23443.9843.44041351351350.539586486486485
23543.9243.44041351351350.47958648648649
23644.1143.44041351351350.669586486486487
23744.0343.44041351351350.589586486486489
23844.158243.44041351351350.717786486486489
23944.1443.44041351351350.699586486486488
24045.0744.1392455056180.930754494382022
24144.873744.1392455056180.734454494382021
24244.850544.1392455056180.711254494382018
24344.37344.1392455056180.233754494382019
24444.07544.139245505618-0.0642455056179756
24543.972544.139245505618-0.166745505617982
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24744.19144.1392455056180.051754494382024
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25043.604144.139245505618-0.535145505617976
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35439.045938.31198333333330.733916666666673
35538.4538.31198333333330.138016666666672
35638.50538.09144210526320.413557894736847
35738.288538.3119833333333-0.0234833333333313
35837.79538.0914421052632-0.296442105263154
35937.9238.3119833333333-0.391983333333329
36038.03438.3119833333333-0.277983333333331
36138.02938.0914421052632-0.0624421052631519
36238.06338.0914421052632-0.0284421052631529
36337.982838.0914421052632-0.108642105263158
36437.74538.0914421052632-0.346442105263158
36537.96938.0914421052632-0.122442105263154
36638.00738.0914421052632-0.0844421052631574
36738.061538.0914421052632-0.029942105263153
36838.091238.0914421052632-0.000242105263154713
36938.09138.0914421052632-0.000442105263154247
37038.43138.09144210526320.339557894736842
37138.4838.09144210526320.388557894736842
37238.3538.31198333333330.038016666666671
37338.21438.3119833333333-0.0979833333333318
37438.38438.31198333333330.07201666666667
37538.137538.3119833333333-0.174483333333328
37638.007538.0914421052632-0.083942105263155
37738.052438.0914421052632-0.0390421052631567
37838.23538.09144210526320.143557894736844
37938.3138.3119833333333-0.00198333333332812
38038.261538.3119833333333-0.0504833333333323
38138.1338.09144210526320.0385578947368472
38238.28238.09144210526320.190557894736841
38338.58138.31198333333330.269016666666673
38439.080138.31198333333330.768116666666671
38539.038738.31198333333330.726716666666668
38639.101541.2651800865801-2.16368008658009
38739.150341.2651800865801-2.11488008658009
38839.1441.2651800865801-2.12518008658009
38939.027541.2651800865801-2.23768008658008
39038.766541.2651800865801-2.49868008658009
39138.69141.2651800865801-2.57418008658009
39238.84941.2651800865801-2.41618008658009
39339.164441.2651800865801-2.10078008658009
39439.490741.2651800865801-1.77448008658009
39539.509541.2651800865801-1.75568008658009
39639.279541.2651800865801-1.98568008658009
39739.043741.2651800865801-2.22148008658009
39839.135541.2651800865801-2.12968008658009
39939.14341.2651800865801-2.12218008658009
40039.18541.2651800865801-2.08018008658009
40139.35541.2651800865801-1.91018008658009
40239.29741.2651800865801-1.96818008658009
40339.451441.2651800865801-1.81378008658009
40439.417341.2651800865801-1.84788008658009
40539.430541.2651800865801-1.83468008658009
40639.38441.2651800865801-1.88118008658009
40739.326141.2651800865801-1.93908008658009
40839.30141.2651800865801-1.96418008658009
40939.3541.2651800865801-1.91518008658009
41039.6441.2651800865801-1.62518008658009
41139.472341.2651800865801-1.79288008658009
41239.368541.2651800865801-1.89668008658009
41339.190641.2651800865801-2.07458008658008
41439.118341.2651800865801-2.14688008658009
41539.132541.2651800865801-2.13268008658009
41639.114441.2651800865801-2.15078008658008
41739.161441.2651800865801-2.10378008658009
41839.090841.2651800865801-2.17438008658009
41938.919941.2651800865801-2.34528008658009
42038.91341.2651800865801-2.35218008658009
42138.965541.2651800865801-2.29968008658009
42239.02941.2651800865801-2.23618008658008
42339.08941.2651800865801-2.17618008658009
42439.0741.2651800865801-2.19518008658009
42539.004641.2651800865801-2.26058008658008
42639.103841.2651800865801-2.16138008658009
42739.357241.2651800865801-1.90798008658009
42839.38841.2651800865801-1.87718008658009
42939.38241.2651800865801-1.88318008658009
43039.439841.2651800865801-1.82538008658009
43139.253741.2651800865801-2.01148008658009
43239.230141.2651800865801-2.03508008658009
43339.276341.2651800865801-1.98888008658009
43439.28241.2651800865801-1.98318008658009
43539.332541.2651800865801-1.93268008658008
43639.55741.2651800865801-1.70818008658009
43740.141.2651800865801-1.16518008658009
43840.587541.2651800865801-0.67768008658009
43940.48541.2651800865801-0.780180086580089
44040.5541.2651800865801-0.71518008658009
44140.795541.2651800865801-0.469680086580091
44241.45641.26518008658010.190819913419915
44341.355741.26518008658010.0905199134199108
44441.37441.26518008658010.108819913419914
44541.223541.2651800865801-0.0416800865800866
44641.1541.2651800865801-0.115180086580089
44741.372541.26518008658010.107319913419914
44841.692341.26518008658010.427119913419915
44941.841.26518008658010.534819913419909
45041.804541.26518008658010.539319913419909
45141.6441.26518008658010.374819913419913
45241.3641.26518008658010.0948199134199115
45341.574541.26518008658010.309319913419912
45441.59341.26518008658010.327819913419916
45541.57541.26518008658010.309819913419915
45641.6841.26518008658010.414819913419912
45742.005541.26518008658010.74031991341991
45842.318841.26518008658011.05361991341992
45942.56541.26518008658011.29981991341991
46042.357541.26518008658011.09231991341991
46142.2941.26518008658011.02481991341991
46242.69541.26518008658011.42981991341991
46343.002841.26518008658011.73761991341991
46442.450741.26518008658011.18551991341991
46542.470541.26518008658011.20531991341991
46642.287541.26518008658011.02231991341991
46742.317241.26518008658011.05201991341991
46842.5541.26518008658011.28481991341991
46942.752341.26518008658011.48711991341991
47042.899341.26518008658011.63411991341991
47143.155541.26518008658011.89031991341992
47243.188541.26518008658011.92331991341991
47343.4341.26518008658012.16481991341991
47443.3141.26518008658012.04481991341991
47542.81541.26518008658011.54981991341991
47642.701741.26518008658011.43651991341991
47742.2841.26518008658011.01481991341991
47841.92241.26518008658010.656819913419909
47942.1741.26518008658010.904819913419914
48042.196241.26518008658010.93101991341991
48142.321541.26518008658011.05631991341991
48242.317341.26518008658011.05211991341992
48342.39141.26518008658011.12581991341991
48442.46341.26518008658011.19781991341991
48542.412541.26518008658011.14731991341991
48642.30441.26518008658011.03881991341991
48741.81341.26518008658010.547819913419914
48841.65141.26518008658010.385819913419915
48941.53941.26518008658010.273819913419914
49041.157541.2651800865801-0.107680086580089
49140.954541.2651800865801-0.310680086580085

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 40.7819 & 41.2651800865801 & -0.483280086580088 \tabularnewline
2 & 39.5915 & 41.2651800865801 & -1.67368008658008 \tabularnewline
3 & 38.8859 & 41.2651800865801 & -2.37928008658009 \tabularnewline
4 & 39.9068 & 41.2651800865801 & -1.35838008658009 \tabularnewline
5 & 41.47 & 41.2651800865801 & 0.204819913419911 \tabularnewline
6 & 41.5613 & 41.2651800865801 & 0.296119913419915 \tabularnewline
7 & 41.6005 & 41.2651800865801 & 0.335319913419909 \tabularnewline
8 & 41.4113 & 41.2651800865801 & 0.146119913419909 \tabularnewline
9 & 41.84 & 41.2651800865801 & 0.574819913419915 \tabularnewline
10 & 42.2892 & 41.2651800865801 & 1.02401991341991 \tabularnewline
11 & 43.1521 & 41.2651800865801 & 1.88691991341991 \tabularnewline
12 & 43.5998 & 41.2651800865801 & 2.33461991341991 \tabularnewline
13 & 43.116 & 41.2651800865801 & 1.85081991341991 \tabularnewline
14 & 42.4185 & 41.2651800865801 & 1.15331991341991 \tabularnewline
15 & 42.3687 & 41.2651800865801 & 1.10351991341991 \tabularnewline
16 & 42.2975 & 41.2651800865801 & 1.03231991341991 \tabularnewline
17 & 42.8528 & 41.2651800865801 & 1.58761991341991 \tabularnewline
18 & 43.535 & 41.2651800865801 & 2.26981991341991 \tabularnewline
19 & 44.7265 & 41.2651800865801 & 3.46131991341991 \tabularnewline
20 & 45.7293 & 41.2651800865801 & 4.46411991341991 \tabularnewline
21 & 45.7585 & 41.2651800865801 & 4.49331991341991 \tabularnewline
22 & 46.1685 & 41.2651800865801 & 4.90331991341991 \tabularnewline
23 & 46.5075 & 41.2651800865801 & 5.24231991341991 \tabularnewline
24 & 46.527 & 41.2651800865801 & 5.26181991341991 \tabularnewline
25 & 46.601 & 41.2651800865801 & 5.33581991341991 \tabularnewline
26 & 46.4607 & 41.2651800865801 & 5.19551991341991 \tabularnewline
27 & 46.7135 & 41.2651800865801 & 5.44831991341992 \tabularnewline
28 & 46.4113 & 41.2651800865801 & 5.14611991341991 \tabularnewline
29 & 45.55 & 41.2651800865801 & 4.28481991341991 \tabularnewline
30 & 44.6081 & 41.2651800865801 & 3.34291991341991 \tabularnewline
31 & 44.4395 & 41.2651800865801 & 3.17431991341991 \tabularnewline
32 & 44.9847 & 41.2651800865801 & 3.71951991341991 \tabularnewline
33 & 45.7558 & 41.2651800865801 & 4.49061991341991 \tabularnewline
34 & 45.3942 & 41.2651800865801 & 4.12901991341991 \tabularnewline
35 & 45.697 & 41.2651800865801 & 4.43181991341991 \tabularnewline
36 & 45.5664 & 41.2651800865801 & 4.30121991341991 \tabularnewline
37 & 46.0205 & 41.2651800865801 & 4.75531991341991 \tabularnewline
38 & 45.9195 & 41.2651800865801 & 4.65431991341991 \tabularnewline
39 & 45.8005 & 41.2651800865801 & 4.53531991341991 \tabularnewline
40 & 45.535 & 41.2651800865801 & 4.26981991341991 \tabularnewline
41 & 45.4977 & 41.2651800865801 & 4.23251991341991 \tabularnewline
42 & 45.5782 & 41.2651800865801 & 4.31301991341991 \tabularnewline
43 & 45.7697 & 41.2651800865801 & 4.50451991341991 \tabularnewline
44 & 45.2445 & 41.2651800865801 & 3.97931991341991 \tabularnewline
45 & 45.0615 & 41.2651800865801 & 3.79631991341991 \tabularnewline
46 & 45.2865 & 41.2651800865801 & 4.02131991341991 \tabularnewline
47 & 44.791 & 41.2651800865801 & 3.52581991341991 \tabularnewline
48 & 44.7625 & 41.2651800865801 & 3.49731991341991 \tabularnewline
49 & 44.7644 & 41.2651800865801 & 3.49921991341991 \tabularnewline
50 & 44.9973 & 41.2651800865801 & 3.73211991341991 \tabularnewline
51 & 44.7265 & 42.549775 & 2.176725 \tabularnewline
52 & 45.1465 & 44.139245505618 & 1.00725449438202 \tabularnewline
53 & 44.7465 & 44.139245505618 & 0.607254494382019 \tabularnewline
54 & 45.1795 & 44.139245505618 & 1.04025449438202 \tabularnewline
55 & 45.6515 & 44.139245505618 & 1.51225449438202 \tabularnewline
56 & 45.492 & 44.139245505618 & 1.35275449438202 \tabularnewline
57 & 45.2775 & 44.139245505618 & 1.13825449438202 \tabularnewline
58 & 45.2115 & 44.139245505618 & 1.07225449438202 \tabularnewline
59 & 45.411 & 44.139245505618 & 1.27175449438202 \tabularnewline
60 & 45.4005 & 44.139245505618 & 1.26125449438202 \tabularnewline
61 & 44.7692 & 44.139245505618 & 0.629954494382019 \tabularnewline
62 & 44.8913 & 44.139245505618 & 0.752054494382023 \tabularnewline
63 & 45.032 & 44.139245505618 & 0.892754494382018 \tabularnewline
64 & 44.879 & 44.139245505618 & 0.739754494382019 \tabularnewline
65 & 44.833 & 44.139245505618 & 0.69375449438202 \tabularnewline
66 & 44.8257 & 44.139245505618 & 0.686454494382019 \tabularnewline
67 & 44.7815 & 44.139245505618 & 0.642254494382023 \tabularnewline
68 & 44.479 & 44.139245505618 & 0.339754494382021 \tabularnewline
69 & 44.6317 & 44.139245505618 & 0.492454494382024 \tabularnewline
70 & 44.5043 & 44.139245505618 & 0.365054494382022 \tabularnewline
71 & 44.3217 & 44.139245505618 & 0.182454494382021 \tabularnewline
72 & 44.1005 & 44.139245505618 & -0.0387455056179817 \tabularnewline
73 & 44.047 & 44.139245505618 & -0.0922455056179814 \tabularnewline
74 & 43.6835 & 44.139245505618 & -0.455745505617976 \tabularnewline
75 & 43.7864 & 44.139245505618 & -0.352845505617978 \tabularnewline
76 & 44.1807 & 42.549775 & 1.630925 \tabularnewline
77 & 43.9595 & 42.549775 & 1.409725 \tabularnewline
78 & 43.937 & 44.139245505618 & -0.202245505617981 \tabularnewline
79 & 43.991 & 44.139245505618 & -0.148245505617979 \tabularnewline
80 & 43.865 & 42.549775 & 1.31522500000001 \tabularnewline
81 & 43.671 & 41.2651800865801 & 2.40581991341991 \tabularnewline
82 & 43.93 & 44.139245505618 & -0.209245505617979 \tabularnewline
83 & 43.863 & 44.139245505618 & -0.276245505617979 \tabularnewline
84 & 43.7095 & 44.139245505618 & -0.42974550561798 \tabularnewline
85 & 43.9435 & 44.139245505618 & -0.195745505617978 \tabularnewline
86 & 43.736 & 44.139245505618 & -0.403245505617981 \tabularnewline
87 & 43.6295 & 44.139245505618 & -0.509745505617978 \tabularnewline
88 & 43.598 & 44.139245505618 & -0.54124550561798 \tabularnewline
89 & 43.8726 & 44.139245505618 & -0.26664550561798 \tabularnewline
90 & 43.8935 & 44.139245505618 & -0.245745505617975 \tabularnewline
91 & 43.5957 & 44.139245505618 & -0.543545505617978 \tabularnewline
92 & 43.7155 & 44.139245505618 & -0.42374550561798 \tabularnewline
93 & 43.528 & 44.139245505618 & -0.61124550561798 \tabularnewline
94 & 43.3415 & 44.139245505618 & -0.797745505617975 \tabularnewline
95 & 43.3374 & 44.139245505618 & -0.801845505617976 \tabularnewline
96 & 43.332 & 44.139245505618 & -0.807245505617978 \tabularnewline
97 & 43.3869 & 44.139245505618 & -0.752345505617981 \tabularnewline
98 & 43.5016 & 44.139245505618 & -0.637645505617975 \tabularnewline
99 & 43.4875 & 44.139245505618 & -0.651745505617981 \tabularnewline
100 & 43.6023 & 44.139245505618 & -0.536945505617979 \tabularnewline
101 & 43.3886 & 44.139245505618 & -0.750645505617982 \tabularnewline
102 & 43.3105 & 44.139245505618 & -0.828745505617981 \tabularnewline
103 & 43.4455 & 44.139245505618 & -0.693745505617976 \tabularnewline
104 & 43.5185 & 44.139245505618 & -0.620745505617975 \tabularnewline
105 & 43.5755 & 44.139245505618 & -0.56374550561798 \tabularnewline
106 & 43.6217 & 44.139245505618 & -0.517545505617981 \tabularnewline
107 & 43.644 & 44.139245505618 & -0.49524550561798 \tabularnewline
108 & 43.5789 & 44.139245505618 & -0.560345505617981 \tabularnewline
109 & 43.5215 & 44.139245505618 & -0.617745505617975 \tabularnewline
110 & 43.5033 & 44.139245505618 & -0.635945505617975 \tabularnewline
111 & 43.632 & 44.139245505618 & -0.50724550561798 \tabularnewline
112 & 43.263 & 44.139245505618 & -0.87624550561798 \tabularnewline
113 & 43.3717 & 44.139245505618 & -0.767545505617981 \tabularnewline
114 & 43.2745 & 44.139245505618 & -0.864745505617975 \tabularnewline
115 & 43.2647 & 44.139245505618 & -0.874545505617981 \tabularnewline
116 & 43.324 & 44.139245505618 & -0.81524550561798 \tabularnewline
117 & 43.4455 & 44.139245505618 & -0.693745505617976 \tabularnewline
118 & 43.4098 & 44.139245505618 & -0.729445505617981 \tabularnewline
119 & 43.41 & 44.139245505618 & -0.729245505617982 \tabularnewline
120 & 43.93 & 44.139245505618 & -0.209245505617979 \tabularnewline
121 & 43.8104 & 44.139245505618 & -0.328845505617977 \tabularnewline
122 & 43.54 & 44.139245505618 & -0.599245505617979 \tabularnewline
123 & 43.858 & 44.139245505618 & -0.281245505617981 \tabularnewline
124 & 43.8375 & 44.139245505618 & -0.30174550561798 \tabularnewline
125 & 43.881 & 44.139245505618 & -0.258245505617978 \tabularnewline
126 & 43.887 & 44.139245505618 & -0.252245505617978 \tabularnewline
127 & 43.8009 & 44.139245505618 & -0.33834550561798 \tabularnewline
128 & 43.7877 & 44.139245505618 & -0.351545505617977 \tabularnewline
129 & 43.811 & 44.139245505618 & -0.328245505617978 \tabularnewline
130 & 44.0625 & 44.139245505618 & -0.0767455056179784 \tabularnewline
131 & 44.125 & 44.139245505618 & -0.0142455056179784 \tabularnewline
132 & 44.52 & 44.139245505618 & 0.380754494382025 \tabularnewline
133 & 45.4005 & 44.139245505618 & 1.26125449438202 \tabularnewline
134 & 45.89 & 44.139245505618 & 1.75075449438202 \tabularnewline
135 & 45.189 & 44.139245505618 & 1.04975449438202 \tabularnewline
136 & 44.9035 & 44.139245505618 & 0.764254494382023 \tabularnewline
137 & 44.9351 & 44.139245505618 & 0.79585449438202 \tabularnewline
138 & 44.801 & 44.139245505618 & 0.661754494382023 \tabularnewline
139 & 43.98 & 44.139245505618 & -0.159245505617982 \tabularnewline
140 & 44.11 & 44.139245505618 & -0.029245505617979 \tabularnewline
141 & 44.2661 & 44.139245505618 & 0.126854494382023 \tabularnewline
142 & 44.361 & 44.139245505618 & 0.221754494382019 \tabularnewline
143 & 44.099 & 44.139245505618 & -0.0402455056179818 \tabularnewline
144 & 43.8435 & 44.139245505618 & -0.29574550561798 \tabularnewline
145 & 43.8914 & 44.139245505618 & -0.247845505617981 \tabularnewline
146 & 44.217 & 44.139245505618 & 0.0777544943820203 \tabularnewline
147 & 44.506 & 44.139245505618 & 0.366754494382022 \tabularnewline
148 & 44.54 & 44.139245505618 & 0.400754494382021 \tabularnewline
149 & 44.4465 & 44.139245505618 & 0.307254494382022 \tabularnewline
150 & 44.842 & 44.139245505618 & 0.70275449438202 \tabularnewline
151 & 44.8946 & 44.139245505618 & 0.755354494382019 \tabularnewline
152 & 44.951 & 44.139245505618 & 0.811754494382022 \tabularnewline
153 & 45.445 & 44.139245505618 & 1.30575449438202 \tabularnewline
154 & 45.0035 & 44.139245505618 & 0.864254494382024 \tabularnewline
155 & 45.769 & 44.139245505618 & 1.62975449438202 \tabularnewline
156 & 46.09 & 44.139245505618 & 1.95075449438202 \tabularnewline
157 & 45.412 & 44.139245505618 & 1.27275449438202 \tabularnewline
158 & 45.12 & 44.139245505618 & 0.98075449438202 \tabularnewline
159 & 45.48 & 44.139245505618 & 1.34075449438202 \tabularnewline
160 & 45.105 & 44.139245505618 & 0.965754494382018 \tabularnewline
161 & 45.056 & 44.139245505618 & 0.916754494382019 \tabularnewline
162 & 45.22 & 44.139245505618 & 1.08075449438202 \tabularnewline
163 & 45.39 & 44.139245505618 & 1.25075449438202 \tabularnewline
164 & 45.041 & 44.139245505618 & 0.901754494382018 \tabularnewline
165 & 44.9399 & 44.139245505618 & 0.800654494382023 \tabularnewline
166 & 44.9315 & 44.139245505618 & 0.792254494382021 \tabularnewline
167 & 45.1935 & 44.139245505618 & 1.05425449438202 \tabularnewline
168 & 45.3466 & 44.139245505618 & 1.20735449438202 \tabularnewline
169 & 45.4645 & 44.139245505618 & 1.32525449438202 \tabularnewline
170 & 45.5685 & 44.139245505618 & 1.42925449438202 \tabularnewline
171 & 45.3921 & 44.139245505618 & 1.25285449438202 \tabularnewline
172 & 45.34 & 44.139245505618 & 1.20075449438202 \tabularnewline
173 & 45.1308 & 44.139245505618 & 0.991554494382022 \tabularnewline
174 & 45.1005 & 44.139245505618 & 0.961254494382018 \tabularnewline
175 & 45.37 & 44.139245505618 & 1.23075449438202 \tabularnewline
176 & 45.2 & 44.139245505618 & 1.06075449438202 \tabularnewline
177 & 44.9614 & 44.139245505618 & 0.822154494382019 \tabularnewline
178 & 44.8015 & 44.139245505618 & 0.662254494382019 \tabularnewline
179 & 44.9152 & 44.139245505618 & 0.77595449438202 \tabularnewline
180 & 45.095 & 44.139245505618 & 0.95575449438202 \tabularnewline
181 & 44.9271 & 44.139245505618 & 0.787854494382024 \tabularnewline
182 & 44.6026 & 44.139245505618 & 0.463354494382024 \tabularnewline
183 & 44.5 & 44.139245505618 & 0.360754494382022 \tabularnewline
184 & 44.54 & 44.139245505618 & 0.400754494382021 \tabularnewline
185 & 44.5532 & 44.139245505618 & 0.413954494382018 \tabularnewline
186 & 44.407 & 44.139245505618 & 0.267754494382018 \tabularnewline
187 & 44.259 & 44.139245505618 & 0.119754494382022 \tabularnewline
188 & 44.1365 & 44.139245505618 & -0.00274550561798037 \tabularnewline
189 & 44.112 & 44.139245505618 & -0.0272455056179766 \tabularnewline
190 & 43.8814 & 44.139245505618 & -0.257845505617979 \tabularnewline
191 & 43.98 & 44.139245505618 & -0.159245505617982 \tabularnewline
192 & 43.7294 & 44.139245505618 & -0.40984550561798 \tabularnewline
193 & 43.9119 & 44.139245505618 & -0.227345505617976 \tabularnewline
194 & 43.955 & 44.139245505618 & -0.18424550561798 \tabularnewline
195 & 43.9 & 44.139245505618 & -0.23924550561798 \tabularnewline
196 & 43.7065 & 44.139245505618 & -0.43274550561798 \tabularnewline
197 & 43.6939 & 44.139245505618 & -0.445345505617979 \tabularnewline
198 & 43.6587 & 44.139245505618 & -0.480545505617975 \tabularnewline
199 & 43.5885 & 44.139245505618 & -0.550745505617975 \tabularnewline
200 & 43.8885 & 43.4404135135135 & 0.448086486486488 \tabularnewline
201 & 43.8216 & 43.4404135135135 & 0.381186486486484 \tabularnewline
202 & 43.751 & 43.4404135135135 & 0.310586486486486 \tabularnewline
203 & 43.699 & 43.4404135135135 & 0.258586486486486 \tabularnewline
204 & 43.7425 & 43.4404135135135 & 0.302086486486488 \tabularnewline
205 & 43.639 & 43.4404135135135 & 0.198586486486491 \tabularnewline
206 & 43.589 & 43.4404135135135 & 0.148586486486487 \tabularnewline
207 & 43.606 & 43.4404135135135 & 0.16558648648649 \tabularnewline
208 & 43.5325 & 43.4404135135135 & 0.0920864864864868 \tabularnewline
209 & 43.385 & 43.4404135135135 & -0.0554135135135141 \tabularnewline
210 & 43.3745 & 43.4404135135135 & -0.0659135135135145 \tabularnewline
211 & 43.236 & 43.4404135135135 & -0.204413513513515 \tabularnewline
212 & 43.1957 & 43.4404135135135 & -0.24471351351351 \tabularnewline
213 & 43.01 & 43.4404135135135 & -0.430413513513514 \tabularnewline
214 & 43.1401 & 44.139245505618 & -0.999145505617982 \tabularnewline
215 & 43.0487 & 44.139245505618 & -1.09054550561798 \tabularnewline
216 & 43.1972 & 44.139245505618 & -0.942045505617976 \tabularnewline
217 & 43.2461 & 43.4404135135135 & -0.194313513513514 \tabularnewline
218 & 43.0866 & 43.4404135135135 & -0.353813513513515 \tabularnewline
219 & 43.0865 & 43.4404135135135 & -0.353913513513511 \tabularnewline
220 & 43.0194 & 43.4404135135135 & -0.421013513513515 \tabularnewline
221 & 43.08 & 43.4404135135135 & -0.360413513513514 \tabularnewline
222 & 43.007 & 43.4404135135135 & -0.433413513513514 \tabularnewline
223 & 42.9278 & 43.4404135135135 & -0.512613513513514 \tabularnewline
224 & 42.9545 & 43.4404135135135 & -0.485913513513509 \tabularnewline
225 & 42.7995 & 43.4404135135135 & -0.64091351351351 \tabularnewline
226 & 42.9048 & 43.4404135135135 & -0.53561351351351 \tabularnewline
227 & 42.9468 & 43.4404135135135 & -0.493613513513509 \tabularnewline
228 & 43.08 & 43.4404135135135 & -0.360413513513514 \tabularnewline
229 & 43.1274 & 43.4404135135135 & -0.313013513513511 \tabularnewline
230 & 43.1625 & 43.4404135135135 & -0.277913513513511 \tabularnewline
231 & 43.45 & 43.4404135135135 & 0.00958648648649074 \tabularnewline
232 & 43.831 & 43.4404135135135 & 0.390586486486491 \tabularnewline
233 & 43.7769 & 43.4404135135135 & 0.336486486486486 \tabularnewline
234 & 43.98 & 43.4404135135135 & 0.539586486486485 \tabularnewline
235 & 43.92 & 43.4404135135135 & 0.47958648648649 \tabularnewline
236 & 44.11 & 43.4404135135135 & 0.669586486486487 \tabularnewline
237 & 44.03 & 43.4404135135135 & 0.589586486486489 \tabularnewline
238 & 44.1582 & 43.4404135135135 & 0.717786486486489 \tabularnewline
239 & 44.14 & 43.4404135135135 & 0.699586486486488 \tabularnewline
240 & 45.07 & 44.139245505618 & 0.930754494382022 \tabularnewline
241 & 44.8737 & 44.139245505618 & 0.734454494382021 \tabularnewline
242 & 44.8505 & 44.139245505618 & 0.711254494382018 \tabularnewline
243 & 44.373 & 44.139245505618 & 0.233754494382019 \tabularnewline
244 & 44.075 & 44.139245505618 & -0.0642455056179756 \tabularnewline
245 & 43.9725 & 44.139245505618 & -0.166745505617982 \tabularnewline
246 & 44.094 & 44.139245505618 & -0.0452455056179772 \tabularnewline
247 & 44.191 & 44.139245505618 & 0.051754494382024 \tabularnewline
248 & 43.9685 & 44.139245505618 & -0.17074550561798 \tabularnewline
249 & 43.79 & 44.139245505618 & -0.349245505617979 \tabularnewline
250 & 43.6041 & 44.139245505618 & -0.535145505617976 \tabularnewline
251 & 43.1707 & 44.139245505618 & -0.968545505617982 \tabularnewline
252 & 42.71 & 44.139245505618 & -1.42924550561798 \tabularnewline
253 & 42.755 & 44.139245505618 & -1.38424550561798 \tabularnewline
254 & 43.3316 & 44.139245505618 & -0.807645505617977 \tabularnewline
255 & 43.5 & 44.139245505618 & -0.639245505617978 \tabularnewline
256 & 43.154 & 44.139245505618 & -0.985245505617975 \tabularnewline
257 & 43.16 & 44.139245505618 & -0.979245505617982 \tabularnewline
258 & 43.1 & 44.139245505618 & -1.03924550561798 \tabularnewline
259 & 42.85 & 44.139245505618 & -1.28924550561798 \tabularnewline
260 & 42.6175 & 44.139245505618 & -1.52174550561798 \tabularnewline
261 & 42.5 & 44.139245505618 & -1.63924550561798 \tabularnewline
262 & 42.6285 & 44.139245505618 & -1.51074550561798 \tabularnewline
263 & 42.6974 & 44.139245505618 & -1.44184550561798 \tabularnewline
264 & 43.04 & 44.139245505618 & -1.09924550561798 \tabularnewline
265 & 42.673 & 44.139245505618 & -1.46624550561798 \tabularnewline
266 & 42.5015 & 44.139245505618 & -1.63774550561798 \tabularnewline
267 & 42.538 & 44.139245505618 & -1.60124550561798 \tabularnewline
268 & 42.3735 & 44.139245505618 & -1.76574550561798 \tabularnewline
269 & 42.014 & 44.139245505618 & -2.12524550561798 \tabularnewline
270 & 41.8618 & 44.139245505618 & -2.27744550561798 \tabularnewline
271 & 42.1824 & 42.549775 & -0.367374999999996 \tabularnewline
272 & 42.605 & 42.549775 & 0.0552250000000001 \tabularnewline
273 & 42.7345 & 41.2651800865801 & 1.46931991341991 \tabularnewline
274 & 42.615 & 41.2651800865801 & 1.34981991341991 \tabularnewline
275 & 42.465 & 41.2651800865801 & 1.19981991341992 \tabularnewline
276 & 42.34 & 41.2651800865801 & 1.07481991341992 \tabularnewline
277 & 42.251 & 41.2651800865801 & 0.98581991341991 \tabularnewline
278 & 42.0475 & 41.2651800865801 & 0.782319913419911 \tabularnewline
279 & 41.86 & 41.2651800865801 & 0.594819913419911 \tabularnewline
280 & 41.685 & 41.2651800865801 & 0.419819913419914 \tabularnewline
281 & 41.735 & 41.2651800865801 & 0.469819913419911 \tabularnewline
282 & 41.706 & 41.2651800865801 & 0.440819913419915 \tabularnewline
283 & 41.764 & 41.2651800865801 & 0.498819913419915 \tabularnewline
284 & 41.58 & 41.2651800865801 & 0.31481991341991 \tabularnewline
285 & 41.373 & 41.2651800865801 & 0.10781991341991 \tabularnewline
286 & 41.088 & 41.2651800865801 & -0.177180086580087 \tabularnewline
287 & 41.137 & 41.2651800865801 & -0.128180086580088 \tabularnewline
288 & 41.1587 & 41.2651800865801 & -0.106480086580085 \tabularnewline
289 & 41.185 & 41.2651800865801 & -0.0801800865800857 \tabularnewline
290 & 40.819 & 41.2651800865801 & -0.446180086580085 \tabularnewline
291 & 40.633 & 41.2651800865801 & -0.632180086580085 \tabularnewline
292 & 40.858 & 41.2651800865801 & -0.407180086580091 \tabularnewline
293 & 40.794 & 41.2651800865801 & -0.471180086580091 \tabularnewline
294 & 40.69 & 41.2651800865801 & -0.57518008658009 \tabularnewline
295 & 40.595 & 41.2651800865801 & -0.670180086580089 \tabularnewline
296 & 40.7305 & 41.2651800865801 & -0.534680086580089 \tabularnewline
297 & 40.5471 & 41.2651800865801 & -0.718080086580088 \tabularnewline
298 & 40.5145 & 41.2651800865801 & -0.75068008658009 \tabularnewline
299 & 40.7 & 41.2651800865801 & -0.565180086580085 \tabularnewline
300 & 40.7 & 41.2651800865801 & -0.565180086580085 \tabularnewline
301 & 40.522 & 41.2651800865801 & -0.74318008658009 \tabularnewline
302 & 40.6165 & 41.2651800865801 & -0.648680086580086 \tabularnewline
303 & 40.3985 & 41.2651800865801 & -0.86668008658009 \tabularnewline
304 & 40.2815 & 41.2651800865801 & -0.983680086580087 \tabularnewline
305 & 40.245 & 41.2651800865801 & -1.02018008658009 \tabularnewline
306 & 40.3055 & 41.2651800865801 & -0.959680086580086 \tabularnewline
307 & 40.2696 & 41.2651800865801 & -0.99558008658009 \tabularnewline
308 & 40.251 & 41.2651800865801 & -1.01418008658009 \tabularnewline
309 & 40.127 & 41.2651800865801 & -1.13818008658009 \tabularnewline
310 & 39.95 & 41.2651800865801 & -1.31518008658009 \tabularnewline
311 & 39.675 & 41.2651800865801 & -1.59018008658009 \tabularnewline
312 & 39.954 & 41.2651800865801 & -1.31118008658009 \tabularnewline
313 & 39.8828 & 41.2651800865801 & -1.38238008658008 \tabularnewline
314 & 39.62 & 41.2651800865801 & -1.64518008658009 \tabularnewline
315 & 39.5415 & 41.2651800865801 & -1.72368008658009 \tabularnewline
316 & 39.525 & 41.2651800865801 & -1.74018008658009 \tabularnewline
317 & 39.8145 & 41.2651800865801 & -1.45068008658009 \tabularnewline
318 & 39.6675 & 41.2651800865801 & -1.59768008658009 \tabularnewline
319 & 39.695 & 41.2651800865801 & -1.57018008658009 \tabularnewline
320 & 39.5985 & 41.2651800865801 & -1.66668008658009 \tabularnewline
321 & 39.2735 & 41.2651800865801 & -1.99168008658009 \tabularnewline
322 & 39.1435 & 41.2651800865801 & -2.12168008658008 \tabularnewline
323 & 39.1742 & 41.2651800865801 & -2.09098008658009 \tabularnewline
324 & 39.2025 & 41.2651800865801 & -2.06268008658009 \tabularnewline
325 & 39.3946 & 42.549775 & -3.155175 \tabularnewline
326 & 39.5025 & 41.2651800865801 & -1.76268008658009 \tabularnewline
327 & 39.4845 & 42.549775 & -3.065275 \tabularnewline
328 & 39.33 & 41.2651800865801 & -1.93518008658009 \tabularnewline
329 & 39.295 & 41.2651800865801 & -1.97018008658009 \tabularnewline
330 & 39.2675 & 41.2651800865801 & -1.99768008658009 \tabularnewline
331 & 39.2535 & 41.2651800865801 & -2.01168008658009 \tabularnewline
332 & 38.9845 & 41.2651800865801 & -2.28068008658009 \tabularnewline
333 & 38.9285 & 41.2651800865801 & -2.33668008658009 \tabularnewline
334 & 38.8592 & 41.2651800865801 & -2.40598008658009 \tabularnewline
335 & 38.77 & 41.2651800865801 & -2.49518008658008 \tabularnewline
336 & 38.79 & 41.2651800865801 & -2.47518008658009 \tabularnewline
337 & 38.8205 & 41.2651800865801 & -2.44468008658009 \tabularnewline
338 & 38.7577 & 41.2651800865801 & -2.50748008658009 \tabularnewline
339 & 38.839 & 41.2651800865801 & -2.42618008658009 \tabularnewline
340 & 38.78 & 41.2651800865801 & -2.48518008658009 \tabularnewline
341 & 38.54 & 41.2651800865801 & -2.72518008658009 \tabularnewline
342 & 38.511 & 41.2651800865801 & -2.75418008658009 \tabularnewline
343 & 38.615 & 41.2651800865801 & -2.65018008658009 \tabularnewline
344 & 38.898 & 41.2651800865801 & -2.36718008658008 \tabularnewline
345 & 38.8691 & 41.2651800865801 & -2.39608008658008 \tabularnewline
346 & 38.384 & 41.2651800865801 & -2.88118008658009 \tabularnewline
347 & 38.0277 & 41.2651800865801 & -3.23748008658009 \tabularnewline
348 & 37.72 & 41.2651800865801 & -3.54518008658009 \tabularnewline
349 & 37.7325 & 38.3119833333333 & -0.579483333333329 \tabularnewline
350 & 37.626 & 38.3119833333333 & -0.685983333333333 \tabularnewline
351 & 37.603 & 38.3119833333333 & -0.708983333333329 \tabularnewline
352 & 37.78 & 38.0914421052632 & -0.311442105263154 \tabularnewline
353 & 38.559 & 38.3119833333333 & 0.247016666666667 \tabularnewline
354 & 39.0459 & 38.3119833333333 & 0.733916666666673 \tabularnewline
355 & 38.45 & 38.3119833333333 & 0.138016666666672 \tabularnewline
356 & 38.505 & 38.0914421052632 & 0.413557894736847 \tabularnewline
357 & 38.2885 & 38.3119833333333 & -0.0234833333333313 \tabularnewline
358 & 37.795 & 38.0914421052632 & -0.296442105263154 \tabularnewline
359 & 37.92 & 38.3119833333333 & -0.391983333333329 \tabularnewline
360 & 38.034 & 38.3119833333333 & -0.277983333333331 \tabularnewline
361 & 38.029 & 38.0914421052632 & -0.0624421052631519 \tabularnewline
362 & 38.063 & 38.0914421052632 & -0.0284421052631529 \tabularnewline
363 & 37.9828 & 38.0914421052632 & -0.108642105263158 \tabularnewline
364 & 37.745 & 38.0914421052632 & -0.346442105263158 \tabularnewline
365 & 37.969 & 38.0914421052632 & -0.122442105263154 \tabularnewline
366 & 38.007 & 38.0914421052632 & -0.0844421052631574 \tabularnewline
367 & 38.0615 & 38.0914421052632 & -0.029942105263153 \tabularnewline
368 & 38.0912 & 38.0914421052632 & -0.000242105263154713 \tabularnewline
369 & 38.091 & 38.0914421052632 & -0.000442105263154247 \tabularnewline
370 & 38.431 & 38.0914421052632 & 0.339557894736842 \tabularnewline
371 & 38.48 & 38.0914421052632 & 0.388557894736842 \tabularnewline
372 & 38.35 & 38.3119833333333 & 0.038016666666671 \tabularnewline
373 & 38.214 & 38.3119833333333 & -0.0979833333333318 \tabularnewline
374 & 38.384 & 38.3119833333333 & 0.07201666666667 \tabularnewline
375 & 38.1375 & 38.3119833333333 & -0.174483333333328 \tabularnewline
376 & 38.0075 & 38.0914421052632 & -0.083942105263155 \tabularnewline
377 & 38.0524 & 38.0914421052632 & -0.0390421052631567 \tabularnewline
378 & 38.235 & 38.0914421052632 & 0.143557894736844 \tabularnewline
379 & 38.31 & 38.3119833333333 & -0.00198333333332812 \tabularnewline
380 & 38.2615 & 38.3119833333333 & -0.0504833333333323 \tabularnewline
381 & 38.13 & 38.0914421052632 & 0.0385578947368472 \tabularnewline
382 & 38.282 & 38.0914421052632 & 0.190557894736841 \tabularnewline
383 & 38.581 & 38.3119833333333 & 0.269016666666673 \tabularnewline
384 & 39.0801 & 38.3119833333333 & 0.768116666666671 \tabularnewline
385 & 39.0387 & 38.3119833333333 & 0.726716666666668 \tabularnewline
386 & 39.1015 & 41.2651800865801 & -2.16368008658009 \tabularnewline
387 & 39.1503 & 41.2651800865801 & -2.11488008658009 \tabularnewline
388 & 39.14 & 41.2651800865801 & -2.12518008658009 \tabularnewline
389 & 39.0275 & 41.2651800865801 & -2.23768008658008 \tabularnewline
390 & 38.7665 & 41.2651800865801 & -2.49868008658009 \tabularnewline
391 & 38.691 & 41.2651800865801 & -2.57418008658009 \tabularnewline
392 & 38.849 & 41.2651800865801 & -2.41618008658009 \tabularnewline
393 & 39.1644 & 41.2651800865801 & -2.10078008658009 \tabularnewline
394 & 39.4907 & 41.2651800865801 & -1.77448008658009 \tabularnewline
395 & 39.5095 & 41.2651800865801 & -1.75568008658009 \tabularnewline
396 & 39.2795 & 41.2651800865801 & -1.98568008658009 \tabularnewline
397 & 39.0437 & 41.2651800865801 & -2.22148008658009 \tabularnewline
398 & 39.1355 & 41.2651800865801 & -2.12968008658009 \tabularnewline
399 & 39.143 & 41.2651800865801 & -2.12218008658009 \tabularnewline
400 & 39.185 & 41.2651800865801 & -2.08018008658009 \tabularnewline
401 & 39.355 & 41.2651800865801 & -1.91018008658009 \tabularnewline
402 & 39.297 & 41.2651800865801 & -1.96818008658009 \tabularnewline
403 & 39.4514 & 41.2651800865801 & -1.81378008658009 \tabularnewline
404 & 39.4173 & 41.2651800865801 & -1.84788008658009 \tabularnewline
405 & 39.4305 & 41.2651800865801 & -1.83468008658009 \tabularnewline
406 & 39.384 & 41.2651800865801 & -1.88118008658009 \tabularnewline
407 & 39.3261 & 41.2651800865801 & -1.93908008658009 \tabularnewline
408 & 39.301 & 41.2651800865801 & -1.96418008658009 \tabularnewline
409 & 39.35 & 41.2651800865801 & -1.91518008658009 \tabularnewline
410 & 39.64 & 41.2651800865801 & -1.62518008658009 \tabularnewline
411 & 39.4723 & 41.2651800865801 & -1.79288008658009 \tabularnewline
412 & 39.3685 & 41.2651800865801 & -1.89668008658009 \tabularnewline
413 & 39.1906 & 41.2651800865801 & -2.07458008658008 \tabularnewline
414 & 39.1183 & 41.2651800865801 & -2.14688008658009 \tabularnewline
415 & 39.1325 & 41.2651800865801 & -2.13268008658009 \tabularnewline
416 & 39.1144 & 41.2651800865801 & -2.15078008658008 \tabularnewline
417 & 39.1614 & 41.2651800865801 & -2.10378008658009 \tabularnewline
418 & 39.0908 & 41.2651800865801 & -2.17438008658009 \tabularnewline
419 & 38.9199 & 41.2651800865801 & -2.34528008658009 \tabularnewline
420 & 38.913 & 41.2651800865801 & -2.35218008658009 \tabularnewline
421 & 38.9655 & 41.2651800865801 & -2.29968008658009 \tabularnewline
422 & 39.029 & 41.2651800865801 & -2.23618008658008 \tabularnewline
423 & 39.089 & 41.2651800865801 & -2.17618008658009 \tabularnewline
424 & 39.07 & 41.2651800865801 & -2.19518008658009 \tabularnewline
425 & 39.0046 & 41.2651800865801 & -2.26058008658008 \tabularnewline
426 & 39.1038 & 41.2651800865801 & -2.16138008658009 \tabularnewline
427 & 39.3572 & 41.2651800865801 & -1.90798008658009 \tabularnewline
428 & 39.388 & 41.2651800865801 & -1.87718008658009 \tabularnewline
429 & 39.382 & 41.2651800865801 & -1.88318008658009 \tabularnewline
430 & 39.4398 & 41.2651800865801 & -1.82538008658009 \tabularnewline
431 & 39.2537 & 41.2651800865801 & -2.01148008658009 \tabularnewline
432 & 39.2301 & 41.2651800865801 & -2.03508008658009 \tabularnewline
433 & 39.2763 & 41.2651800865801 & -1.98888008658009 \tabularnewline
434 & 39.282 & 41.2651800865801 & -1.98318008658009 \tabularnewline
435 & 39.3325 & 41.2651800865801 & -1.93268008658008 \tabularnewline
436 & 39.557 & 41.2651800865801 & -1.70818008658009 \tabularnewline
437 & 40.1 & 41.2651800865801 & -1.16518008658009 \tabularnewline
438 & 40.5875 & 41.2651800865801 & -0.67768008658009 \tabularnewline
439 & 40.485 & 41.2651800865801 & -0.780180086580089 \tabularnewline
440 & 40.55 & 41.2651800865801 & -0.71518008658009 \tabularnewline
441 & 40.7955 & 41.2651800865801 & -0.469680086580091 \tabularnewline
442 & 41.456 & 41.2651800865801 & 0.190819913419915 \tabularnewline
443 & 41.3557 & 41.2651800865801 & 0.0905199134199108 \tabularnewline
444 & 41.374 & 41.2651800865801 & 0.108819913419914 \tabularnewline
445 & 41.2235 & 41.2651800865801 & -0.0416800865800866 \tabularnewline
446 & 41.15 & 41.2651800865801 & -0.115180086580089 \tabularnewline
447 & 41.3725 & 41.2651800865801 & 0.107319913419914 \tabularnewline
448 & 41.6923 & 41.2651800865801 & 0.427119913419915 \tabularnewline
449 & 41.8 & 41.2651800865801 & 0.534819913419909 \tabularnewline
450 & 41.8045 & 41.2651800865801 & 0.539319913419909 \tabularnewline
451 & 41.64 & 41.2651800865801 & 0.374819913419913 \tabularnewline
452 & 41.36 & 41.2651800865801 & 0.0948199134199115 \tabularnewline
453 & 41.5745 & 41.2651800865801 & 0.309319913419912 \tabularnewline
454 & 41.593 & 41.2651800865801 & 0.327819913419916 \tabularnewline
455 & 41.575 & 41.2651800865801 & 0.309819913419915 \tabularnewline
456 & 41.68 & 41.2651800865801 & 0.414819913419912 \tabularnewline
457 & 42.0055 & 41.2651800865801 & 0.74031991341991 \tabularnewline
458 & 42.3188 & 41.2651800865801 & 1.05361991341992 \tabularnewline
459 & 42.565 & 41.2651800865801 & 1.29981991341991 \tabularnewline
460 & 42.3575 & 41.2651800865801 & 1.09231991341991 \tabularnewline
461 & 42.29 & 41.2651800865801 & 1.02481991341991 \tabularnewline
462 & 42.695 & 41.2651800865801 & 1.42981991341991 \tabularnewline
463 & 43.0028 & 41.2651800865801 & 1.73761991341991 \tabularnewline
464 & 42.4507 & 41.2651800865801 & 1.18551991341991 \tabularnewline
465 & 42.4705 & 41.2651800865801 & 1.20531991341991 \tabularnewline
466 & 42.2875 & 41.2651800865801 & 1.02231991341991 \tabularnewline
467 & 42.3172 & 41.2651800865801 & 1.05201991341991 \tabularnewline
468 & 42.55 & 41.2651800865801 & 1.28481991341991 \tabularnewline
469 & 42.7523 & 41.2651800865801 & 1.48711991341991 \tabularnewline
470 & 42.8993 & 41.2651800865801 & 1.63411991341991 \tabularnewline
471 & 43.1555 & 41.2651800865801 & 1.89031991341992 \tabularnewline
472 & 43.1885 & 41.2651800865801 & 1.92331991341991 \tabularnewline
473 & 43.43 & 41.2651800865801 & 2.16481991341991 \tabularnewline
474 & 43.31 & 41.2651800865801 & 2.04481991341991 \tabularnewline
475 & 42.815 & 41.2651800865801 & 1.54981991341991 \tabularnewline
476 & 42.7017 & 41.2651800865801 & 1.43651991341991 \tabularnewline
477 & 42.28 & 41.2651800865801 & 1.01481991341991 \tabularnewline
478 & 41.922 & 41.2651800865801 & 0.656819913419909 \tabularnewline
479 & 42.17 & 41.2651800865801 & 0.904819913419914 \tabularnewline
480 & 42.1962 & 41.2651800865801 & 0.93101991341991 \tabularnewline
481 & 42.3215 & 41.2651800865801 & 1.05631991341991 \tabularnewline
482 & 42.3173 & 41.2651800865801 & 1.05211991341992 \tabularnewline
483 & 42.391 & 41.2651800865801 & 1.12581991341991 \tabularnewline
484 & 42.463 & 41.2651800865801 & 1.19781991341991 \tabularnewline
485 & 42.4125 & 41.2651800865801 & 1.14731991341991 \tabularnewline
486 & 42.304 & 41.2651800865801 & 1.03881991341991 \tabularnewline
487 & 41.813 & 41.2651800865801 & 0.547819913419914 \tabularnewline
488 & 41.651 & 41.2651800865801 & 0.385819913419915 \tabularnewline
489 & 41.539 & 41.2651800865801 & 0.273819913419914 \tabularnewline
490 & 41.1575 & 41.2651800865801 & -0.107680086580089 \tabularnewline
491 & 40.9545 & 41.2651800865801 & -0.310680086580085 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=114019&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]40.7819[/C][C]41.2651800865801[/C][C]-0.483280086580088[/C][/ROW]
[ROW][C]2[/C][C]39.5915[/C][C]41.2651800865801[/C][C]-1.67368008658008[/C][/ROW]
[ROW][C]3[/C][C]38.8859[/C][C]41.2651800865801[/C][C]-2.37928008658009[/C][/ROW]
[ROW][C]4[/C][C]39.9068[/C][C]41.2651800865801[/C][C]-1.35838008658009[/C][/ROW]
[ROW][C]5[/C][C]41.47[/C][C]41.2651800865801[/C][C]0.204819913419911[/C][/ROW]
[ROW][C]6[/C][C]41.5613[/C][C]41.2651800865801[/C][C]0.296119913419915[/C][/ROW]
[ROW][C]7[/C][C]41.6005[/C][C]41.2651800865801[/C][C]0.335319913419909[/C][/ROW]
[ROW][C]8[/C][C]41.4113[/C][C]41.2651800865801[/C][C]0.146119913419909[/C][/ROW]
[ROW][C]9[/C][C]41.84[/C][C]41.2651800865801[/C][C]0.574819913419915[/C][/ROW]
[ROW][C]10[/C][C]42.2892[/C][C]41.2651800865801[/C][C]1.02401991341991[/C][/ROW]
[ROW][C]11[/C][C]43.1521[/C][C]41.2651800865801[/C][C]1.88691991341991[/C][/ROW]
[ROW][C]12[/C][C]43.5998[/C][C]41.2651800865801[/C][C]2.33461991341991[/C][/ROW]
[ROW][C]13[/C][C]43.116[/C][C]41.2651800865801[/C][C]1.85081991341991[/C][/ROW]
[ROW][C]14[/C][C]42.4185[/C][C]41.2651800865801[/C][C]1.15331991341991[/C][/ROW]
[ROW][C]15[/C][C]42.3687[/C][C]41.2651800865801[/C][C]1.10351991341991[/C][/ROW]
[ROW][C]16[/C][C]42.2975[/C][C]41.2651800865801[/C][C]1.03231991341991[/C][/ROW]
[ROW][C]17[/C][C]42.8528[/C][C]41.2651800865801[/C][C]1.58761991341991[/C][/ROW]
[ROW][C]18[/C][C]43.535[/C][C]41.2651800865801[/C][C]2.26981991341991[/C][/ROW]
[ROW][C]19[/C][C]44.7265[/C][C]41.2651800865801[/C][C]3.46131991341991[/C][/ROW]
[ROW][C]20[/C][C]45.7293[/C][C]41.2651800865801[/C][C]4.46411991341991[/C][/ROW]
[ROW][C]21[/C][C]45.7585[/C][C]41.2651800865801[/C][C]4.49331991341991[/C][/ROW]
[ROW][C]22[/C][C]46.1685[/C][C]41.2651800865801[/C][C]4.90331991341991[/C][/ROW]
[ROW][C]23[/C][C]46.5075[/C][C]41.2651800865801[/C][C]5.24231991341991[/C][/ROW]
[ROW][C]24[/C][C]46.527[/C][C]41.2651800865801[/C][C]5.26181991341991[/C][/ROW]
[ROW][C]25[/C][C]46.601[/C][C]41.2651800865801[/C][C]5.33581991341991[/C][/ROW]
[ROW][C]26[/C][C]46.4607[/C][C]41.2651800865801[/C][C]5.19551991341991[/C][/ROW]
[ROW][C]27[/C][C]46.7135[/C][C]41.2651800865801[/C][C]5.44831991341992[/C][/ROW]
[ROW][C]28[/C][C]46.4113[/C][C]41.2651800865801[/C][C]5.14611991341991[/C][/ROW]
[ROW][C]29[/C][C]45.55[/C][C]41.2651800865801[/C][C]4.28481991341991[/C][/ROW]
[ROW][C]30[/C][C]44.6081[/C][C]41.2651800865801[/C][C]3.34291991341991[/C][/ROW]
[ROW][C]31[/C][C]44.4395[/C][C]41.2651800865801[/C][C]3.17431991341991[/C][/ROW]
[ROW][C]32[/C][C]44.9847[/C][C]41.2651800865801[/C][C]3.71951991341991[/C][/ROW]
[ROW][C]33[/C][C]45.7558[/C][C]41.2651800865801[/C][C]4.49061991341991[/C][/ROW]
[ROW][C]34[/C][C]45.3942[/C][C]41.2651800865801[/C][C]4.12901991341991[/C][/ROW]
[ROW][C]35[/C][C]45.697[/C][C]41.2651800865801[/C][C]4.43181991341991[/C][/ROW]
[ROW][C]36[/C][C]45.5664[/C][C]41.2651800865801[/C][C]4.30121991341991[/C][/ROW]
[ROW][C]37[/C][C]46.0205[/C][C]41.2651800865801[/C][C]4.75531991341991[/C][/ROW]
[ROW][C]38[/C][C]45.9195[/C][C]41.2651800865801[/C][C]4.65431991341991[/C][/ROW]
[ROW][C]39[/C][C]45.8005[/C][C]41.2651800865801[/C][C]4.53531991341991[/C][/ROW]
[ROW][C]40[/C][C]45.535[/C][C]41.2651800865801[/C][C]4.26981991341991[/C][/ROW]
[ROW][C]41[/C][C]45.4977[/C][C]41.2651800865801[/C][C]4.23251991341991[/C][/ROW]
[ROW][C]42[/C][C]45.5782[/C][C]41.2651800865801[/C][C]4.31301991341991[/C][/ROW]
[ROW][C]43[/C][C]45.7697[/C][C]41.2651800865801[/C][C]4.50451991341991[/C][/ROW]
[ROW][C]44[/C][C]45.2445[/C][C]41.2651800865801[/C][C]3.97931991341991[/C][/ROW]
[ROW][C]45[/C][C]45.0615[/C][C]41.2651800865801[/C][C]3.79631991341991[/C][/ROW]
[ROW][C]46[/C][C]45.2865[/C][C]41.2651800865801[/C][C]4.02131991341991[/C][/ROW]
[ROW][C]47[/C][C]44.791[/C][C]41.2651800865801[/C][C]3.52581991341991[/C][/ROW]
[ROW][C]48[/C][C]44.7625[/C][C]41.2651800865801[/C][C]3.49731991341991[/C][/ROW]
[ROW][C]49[/C][C]44.7644[/C][C]41.2651800865801[/C][C]3.49921991341991[/C][/ROW]
[ROW][C]50[/C][C]44.9973[/C][C]41.2651800865801[/C][C]3.73211991341991[/C][/ROW]
[ROW][C]51[/C][C]44.7265[/C][C]42.549775[/C][C]2.176725[/C][/ROW]
[ROW][C]52[/C][C]45.1465[/C][C]44.139245505618[/C][C]1.00725449438202[/C][/ROW]
[ROW][C]53[/C][C]44.7465[/C][C]44.139245505618[/C][C]0.607254494382019[/C][/ROW]
[ROW][C]54[/C][C]45.1795[/C][C]44.139245505618[/C][C]1.04025449438202[/C][/ROW]
[ROW][C]55[/C][C]45.6515[/C][C]44.139245505618[/C][C]1.51225449438202[/C][/ROW]
[ROW][C]56[/C][C]45.492[/C][C]44.139245505618[/C][C]1.35275449438202[/C][/ROW]
[ROW][C]57[/C][C]45.2775[/C][C]44.139245505618[/C][C]1.13825449438202[/C][/ROW]
[ROW][C]58[/C][C]45.2115[/C][C]44.139245505618[/C][C]1.07225449438202[/C][/ROW]
[ROW][C]59[/C][C]45.411[/C][C]44.139245505618[/C][C]1.27175449438202[/C][/ROW]
[ROW][C]60[/C][C]45.4005[/C][C]44.139245505618[/C][C]1.26125449438202[/C][/ROW]
[ROW][C]61[/C][C]44.7692[/C][C]44.139245505618[/C][C]0.629954494382019[/C][/ROW]
[ROW][C]62[/C][C]44.8913[/C][C]44.139245505618[/C][C]0.752054494382023[/C][/ROW]
[ROW][C]63[/C][C]45.032[/C][C]44.139245505618[/C][C]0.892754494382018[/C][/ROW]
[ROW][C]64[/C][C]44.879[/C][C]44.139245505618[/C][C]0.739754494382019[/C][/ROW]
[ROW][C]65[/C][C]44.833[/C][C]44.139245505618[/C][C]0.69375449438202[/C][/ROW]
[ROW][C]66[/C][C]44.8257[/C][C]44.139245505618[/C][C]0.686454494382019[/C][/ROW]
[ROW][C]67[/C][C]44.7815[/C][C]44.139245505618[/C][C]0.642254494382023[/C][/ROW]
[ROW][C]68[/C][C]44.479[/C][C]44.139245505618[/C][C]0.339754494382021[/C][/ROW]
[ROW][C]69[/C][C]44.6317[/C][C]44.139245505618[/C][C]0.492454494382024[/C][/ROW]
[ROW][C]70[/C][C]44.5043[/C][C]44.139245505618[/C][C]0.365054494382022[/C][/ROW]
[ROW][C]71[/C][C]44.3217[/C][C]44.139245505618[/C][C]0.182454494382021[/C][/ROW]
[ROW][C]72[/C][C]44.1005[/C][C]44.139245505618[/C][C]-0.0387455056179817[/C][/ROW]
[ROW][C]73[/C][C]44.047[/C][C]44.139245505618[/C][C]-0.0922455056179814[/C][/ROW]
[ROW][C]74[/C][C]43.6835[/C][C]44.139245505618[/C][C]-0.455745505617976[/C][/ROW]
[ROW][C]75[/C][C]43.7864[/C][C]44.139245505618[/C][C]-0.352845505617978[/C][/ROW]
[ROW][C]76[/C][C]44.1807[/C][C]42.549775[/C][C]1.630925[/C][/ROW]
[ROW][C]77[/C][C]43.9595[/C][C]42.549775[/C][C]1.409725[/C][/ROW]
[ROW][C]78[/C][C]43.937[/C][C]44.139245505618[/C][C]-0.202245505617981[/C][/ROW]
[ROW][C]79[/C][C]43.991[/C][C]44.139245505618[/C][C]-0.148245505617979[/C][/ROW]
[ROW][C]80[/C][C]43.865[/C][C]42.549775[/C][C]1.31522500000001[/C][/ROW]
[ROW][C]81[/C][C]43.671[/C][C]41.2651800865801[/C][C]2.40581991341991[/C][/ROW]
[ROW][C]82[/C][C]43.93[/C][C]44.139245505618[/C][C]-0.209245505617979[/C][/ROW]
[ROW][C]83[/C][C]43.863[/C][C]44.139245505618[/C][C]-0.276245505617979[/C][/ROW]
[ROW][C]84[/C][C]43.7095[/C][C]44.139245505618[/C][C]-0.42974550561798[/C][/ROW]
[ROW][C]85[/C][C]43.9435[/C][C]44.139245505618[/C][C]-0.195745505617978[/C][/ROW]
[ROW][C]86[/C][C]43.736[/C][C]44.139245505618[/C][C]-0.403245505617981[/C][/ROW]
[ROW][C]87[/C][C]43.6295[/C][C]44.139245505618[/C][C]-0.509745505617978[/C][/ROW]
[ROW][C]88[/C][C]43.598[/C][C]44.139245505618[/C][C]-0.54124550561798[/C][/ROW]
[ROW][C]89[/C][C]43.8726[/C][C]44.139245505618[/C][C]-0.26664550561798[/C][/ROW]
[ROW][C]90[/C][C]43.8935[/C][C]44.139245505618[/C][C]-0.245745505617975[/C][/ROW]
[ROW][C]91[/C][C]43.5957[/C][C]44.139245505618[/C][C]-0.543545505617978[/C][/ROW]
[ROW][C]92[/C][C]43.7155[/C][C]44.139245505618[/C][C]-0.42374550561798[/C][/ROW]
[ROW][C]93[/C][C]43.528[/C][C]44.139245505618[/C][C]-0.61124550561798[/C][/ROW]
[ROW][C]94[/C][C]43.3415[/C][C]44.139245505618[/C][C]-0.797745505617975[/C][/ROW]
[ROW][C]95[/C][C]43.3374[/C][C]44.139245505618[/C][C]-0.801845505617976[/C][/ROW]
[ROW][C]96[/C][C]43.332[/C][C]44.139245505618[/C][C]-0.807245505617978[/C][/ROW]
[ROW][C]97[/C][C]43.3869[/C][C]44.139245505618[/C][C]-0.752345505617981[/C][/ROW]
[ROW][C]98[/C][C]43.5016[/C][C]44.139245505618[/C][C]-0.637645505617975[/C][/ROW]
[ROW][C]99[/C][C]43.4875[/C][C]44.139245505618[/C][C]-0.651745505617981[/C][/ROW]
[ROW][C]100[/C][C]43.6023[/C][C]44.139245505618[/C][C]-0.536945505617979[/C][/ROW]
[ROW][C]101[/C][C]43.3886[/C][C]44.139245505618[/C][C]-0.750645505617982[/C][/ROW]
[ROW][C]102[/C][C]43.3105[/C][C]44.139245505618[/C][C]-0.828745505617981[/C][/ROW]
[ROW][C]103[/C][C]43.4455[/C][C]44.139245505618[/C][C]-0.693745505617976[/C][/ROW]
[ROW][C]104[/C][C]43.5185[/C][C]44.139245505618[/C][C]-0.620745505617975[/C][/ROW]
[ROW][C]105[/C][C]43.5755[/C][C]44.139245505618[/C][C]-0.56374550561798[/C][/ROW]
[ROW][C]106[/C][C]43.6217[/C][C]44.139245505618[/C][C]-0.517545505617981[/C][/ROW]
[ROW][C]107[/C][C]43.644[/C][C]44.139245505618[/C][C]-0.49524550561798[/C][/ROW]
[ROW][C]108[/C][C]43.5789[/C][C]44.139245505618[/C][C]-0.560345505617981[/C][/ROW]
[ROW][C]109[/C][C]43.5215[/C][C]44.139245505618[/C][C]-0.617745505617975[/C][/ROW]
[ROW][C]110[/C][C]43.5033[/C][C]44.139245505618[/C][C]-0.635945505617975[/C][/ROW]
[ROW][C]111[/C][C]43.632[/C][C]44.139245505618[/C][C]-0.50724550561798[/C][/ROW]
[ROW][C]112[/C][C]43.263[/C][C]44.139245505618[/C][C]-0.87624550561798[/C][/ROW]
[ROW][C]113[/C][C]43.3717[/C][C]44.139245505618[/C][C]-0.767545505617981[/C][/ROW]
[ROW][C]114[/C][C]43.2745[/C][C]44.139245505618[/C][C]-0.864745505617975[/C][/ROW]
[ROW][C]115[/C][C]43.2647[/C][C]44.139245505618[/C][C]-0.874545505617981[/C][/ROW]
[ROW][C]116[/C][C]43.324[/C][C]44.139245505618[/C][C]-0.81524550561798[/C][/ROW]
[ROW][C]117[/C][C]43.4455[/C][C]44.139245505618[/C][C]-0.693745505617976[/C][/ROW]
[ROW][C]118[/C][C]43.4098[/C][C]44.139245505618[/C][C]-0.729445505617981[/C][/ROW]
[ROW][C]119[/C][C]43.41[/C][C]44.139245505618[/C][C]-0.729245505617982[/C][/ROW]
[ROW][C]120[/C][C]43.93[/C][C]44.139245505618[/C][C]-0.209245505617979[/C][/ROW]
[ROW][C]121[/C][C]43.8104[/C][C]44.139245505618[/C][C]-0.328845505617977[/C][/ROW]
[ROW][C]122[/C][C]43.54[/C][C]44.139245505618[/C][C]-0.599245505617979[/C][/ROW]
[ROW][C]123[/C][C]43.858[/C][C]44.139245505618[/C][C]-0.281245505617981[/C][/ROW]
[ROW][C]124[/C][C]43.8375[/C][C]44.139245505618[/C][C]-0.30174550561798[/C][/ROW]
[ROW][C]125[/C][C]43.881[/C][C]44.139245505618[/C][C]-0.258245505617978[/C][/ROW]
[ROW][C]126[/C][C]43.887[/C][C]44.139245505618[/C][C]-0.252245505617978[/C][/ROW]
[ROW][C]127[/C][C]43.8009[/C][C]44.139245505618[/C][C]-0.33834550561798[/C][/ROW]
[ROW][C]128[/C][C]43.7877[/C][C]44.139245505618[/C][C]-0.351545505617977[/C][/ROW]
[ROW][C]129[/C][C]43.811[/C][C]44.139245505618[/C][C]-0.328245505617978[/C][/ROW]
[ROW][C]130[/C][C]44.0625[/C][C]44.139245505618[/C][C]-0.0767455056179784[/C][/ROW]
[ROW][C]131[/C][C]44.125[/C][C]44.139245505618[/C][C]-0.0142455056179784[/C][/ROW]
[ROW][C]132[/C][C]44.52[/C][C]44.139245505618[/C][C]0.380754494382025[/C][/ROW]
[ROW][C]133[/C][C]45.4005[/C][C]44.139245505618[/C][C]1.26125449438202[/C][/ROW]
[ROW][C]134[/C][C]45.89[/C][C]44.139245505618[/C][C]1.75075449438202[/C][/ROW]
[ROW][C]135[/C][C]45.189[/C][C]44.139245505618[/C][C]1.04975449438202[/C][/ROW]
[ROW][C]136[/C][C]44.9035[/C][C]44.139245505618[/C][C]0.764254494382023[/C][/ROW]
[ROW][C]137[/C][C]44.9351[/C][C]44.139245505618[/C][C]0.79585449438202[/C][/ROW]
[ROW][C]138[/C][C]44.801[/C][C]44.139245505618[/C][C]0.661754494382023[/C][/ROW]
[ROW][C]139[/C][C]43.98[/C][C]44.139245505618[/C][C]-0.159245505617982[/C][/ROW]
[ROW][C]140[/C][C]44.11[/C][C]44.139245505618[/C][C]-0.029245505617979[/C][/ROW]
[ROW][C]141[/C][C]44.2661[/C][C]44.139245505618[/C][C]0.126854494382023[/C][/ROW]
[ROW][C]142[/C][C]44.361[/C][C]44.139245505618[/C][C]0.221754494382019[/C][/ROW]
[ROW][C]143[/C][C]44.099[/C][C]44.139245505618[/C][C]-0.0402455056179818[/C][/ROW]
[ROW][C]144[/C][C]43.8435[/C][C]44.139245505618[/C][C]-0.29574550561798[/C][/ROW]
[ROW][C]145[/C][C]43.8914[/C][C]44.139245505618[/C][C]-0.247845505617981[/C][/ROW]
[ROW][C]146[/C][C]44.217[/C][C]44.139245505618[/C][C]0.0777544943820203[/C][/ROW]
[ROW][C]147[/C][C]44.506[/C][C]44.139245505618[/C][C]0.366754494382022[/C][/ROW]
[ROW][C]148[/C][C]44.54[/C][C]44.139245505618[/C][C]0.400754494382021[/C][/ROW]
[ROW][C]149[/C][C]44.4465[/C][C]44.139245505618[/C][C]0.307254494382022[/C][/ROW]
[ROW][C]150[/C][C]44.842[/C][C]44.139245505618[/C][C]0.70275449438202[/C][/ROW]
[ROW][C]151[/C][C]44.8946[/C][C]44.139245505618[/C][C]0.755354494382019[/C][/ROW]
[ROW][C]152[/C][C]44.951[/C][C]44.139245505618[/C][C]0.811754494382022[/C][/ROW]
[ROW][C]153[/C][C]45.445[/C][C]44.139245505618[/C][C]1.30575449438202[/C][/ROW]
[ROW][C]154[/C][C]45.0035[/C][C]44.139245505618[/C][C]0.864254494382024[/C][/ROW]
[ROW][C]155[/C][C]45.769[/C][C]44.139245505618[/C][C]1.62975449438202[/C][/ROW]
[ROW][C]156[/C][C]46.09[/C][C]44.139245505618[/C][C]1.95075449438202[/C][/ROW]
[ROW][C]157[/C][C]45.412[/C][C]44.139245505618[/C][C]1.27275449438202[/C][/ROW]
[ROW][C]158[/C][C]45.12[/C][C]44.139245505618[/C][C]0.98075449438202[/C][/ROW]
[ROW][C]159[/C][C]45.48[/C][C]44.139245505618[/C][C]1.34075449438202[/C][/ROW]
[ROW][C]160[/C][C]45.105[/C][C]44.139245505618[/C][C]0.965754494382018[/C][/ROW]
[ROW][C]161[/C][C]45.056[/C][C]44.139245505618[/C][C]0.916754494382019[/C][/ROW]
[ROW][C]162[/C][C]45.22[/C][C]44.139245505618[/C][C]1.08075449438202[/C][/ROW]
[ROW][C]163[/C][C]45.39[/C][C]44.139245505618[/C][C]1.25075449438202[/C][/ROW]
[ROW][C]164[/C][C]45.041[/C][C]44.139245505618[/C][C]0.901754494382018[/C][/ROW]
[ROW][C]165[/C][C]44.9399[/C][C]44.139245505618[/C][C]0.800654494382023[/C][/ROW]
[ROW][C]166[/C][C]44.9315[/C][C]44.139245505618[/C][C]0.792254494382021[/C][/ROW]
[ROW][C]167[/C][C]45.1935[/C][C]44.139245505618[/C][C]1.05425449438202[/C][/ROW]
[ROW][C]168[/C][C]45.3466[/C][C]44.139245505618[/C][C]1.20735449438202[/C][/ROW]
[ROW][C]169[/C][C]45.4645[/C][C]44.139245505618[/C][C]1.32525449438202[/C][/ROW]
[ROW][C]170[/C][C]45.5685[/C][C]44.139245505618[/C][C]1.42925449438202[/C][/ROW]
[ROW][C]171[/C][C]45.3921[/C][C]44.139245505618[/C][C]1.25285449438202[/C][/ROW]
[ROW][C]172[/C][C]45.34[/C][C]44.139245505618[/C][C]1.20075449438202[/C][/ROW]
[ROW][C]173[/C][C]45.1308[/C][C]44.139245505618[/C][C]0.991554494382022[/C][/ROW]
[ROW][C]174[/C][C]45.1005[/C][C]44.139245505618[/C][C]0.961254494382018[/C][/ROW]
[ROW][C]175[/C][C]45.37[/C][C]44.139245505618[/C][C]1.23075449438202[/C][/ROW]
[ROW][C]176[/C][C]45.2[/C][C]44.139245505618[/C][C]1.06075449438202[/C][/ROW]
[ROW][C]177[/C][C]44.9614[/C][C]44.139245505618[/C][C]0.822154494382019[/C][/ROW]
[ROW][C]178[/C][C]44.8015[/C][C]44.139245505618[/C][C]0.662254494382019[/C][/ROW]
[ROW][C]179[/C][C]44.9152[/C][C]44.139245505618[/C][C]0.77595449438202[/C][/ROW]
[ROW][C]180[/C][C]45.095[/C][C]44.139245505618[/C][C]0.95575449438202[/C][/ROW]
[ROW][C]181[/C][C]44.9271[/C][C]44.139245505618[/C][C]0.787854494382024[/C][/ROW]
[ROW][C]182[/C][C]44.6026[/C][C]44.139245505618[/C][C]0.463354494382024[/C][/ROW]
[ROW][C]183[/C][C]44.5[/C][C]44.139245505618[/C][C]0.360754494382022[/C][/ROW]
[ROW][C]184[/C][C]44.54[/C][C]44.139245505618[/C][C]0.400754494382021[/C][/ROW]
[ROW][C]185[/C][C]44.5532[/C][C]44.139245505618[/C][C]0.413954494382018[/C][/ROW]
[ROW][C]186[/C][C]44.407[/C][C]44.139245505618[/C][C]0.267754494382018[/C][/ROW]
[ROW][C]187[/C][C]44.259[/C][C]44.139245505618[/C][C]0.119754494382022[/C][/ROW]
[ROW][C]188[/C][C]44.1365[/C][C]44.139245505618[/C][C]-0.00274550561798037[/C][/ROW]
[ROW][C]189[/C][C]44.112[/C][C]44.139245505618[/C][C]-0.0272455056179766[/C][/ROW]
[ROW][C]190[/C][C]43.8814[/C][C]44.139245505618[/C][C]-0.257845505617979[/C][/ROW]
[ROW][C]191[/C][C]43.98[/C][C]44.139245505618[/C][C]-0.159245505617982[/C][/ROW]
[ROW][C]192[/C][C]43.7294[/C][C]44.139245505618[/C][C]-0.40984550561798[/C][/ROW]
[ROW][C]193[/C][C]43.9119[/C][C]44.139245505618[/C][C]-0.227345505617976[/C][/ROW]
[ROW][C]194[/C][C]43.955[/C][C]44.139245505618[/C][C]-0.18424550561798[/C][/ROW]
[ROW][C]195[/C][C]43.9[/C][C]44.139245505618[/C][C]-0.23924550561798[/C][/ROW]
[ROW][C]196[/C][C]43.7065[/C][C]44.139245505618[/C][C]-0.43274550561798[/C][/ROW]
[ROW][C]197[/C][C]43.6939[/C][C]44.139245505618[/C][C]-0.445345505617979[/C][/ROW]
[ROW][C]198[/C][C]43.6587[/C][C]44.139245505618[/C][C]-0.480545505617975[/C][/ROW]
[ROW][C]199[/C][C]43.5885[/C][C]44.139245505618[/C][C]-0.550745505617975[/C][/ROW]
[ROW][C]200[/C][C]43.8885[/C][C]43.4404135135135[/C][C]0.448086486486488[/C][/ROW]
[ROW][C]201[/C][C]43.8216[/C][C]43.4404135135135[/C][C]0.381186486486484[/C][/ROW]
[ROW][C]202[/C][C]43.751[/C][C]43.4404135135135[/C][C]0.310586486486486[/C][/ROW]
[ROW][C]203[/C][C]43.699[/C][C]43.4404135135135[/C][C]0.258586486486486[/C][/ROW]
[ROW][C]204[/C][C]43.7425[/C][C]43.4404135135135[/C][C]0.302086486486488[/C][/ROW]
[ROW][C]205[/C][C]43.639[/C][C]43.4404135135135[/C][C]0.198586486486491[/C][/ROW]
[ROW][C]206[/C][C]43.589[/C][C]43.4404135135135[/C][C]0.148586486486487[/C][/ROW]
[ROW][C]207[/C][C]43.606[/C][C]43.4404135135135[/C][C]0.16558648648649[/C][/ROW]
[ROW][C]208[/C][C]43.5325[/C][C]43.4404135135135[/C][C]0.0920864864864868[/C][/ROW]
[ROW][C]209[/C][C]43.385[/C][C]43.4404135135135[/C][C]-0.0554135135135141[/C][/ROW]
[ROW][C]210[/C][C]43.3745[/C][C]43.4404135135135[/C][C]-0.0659135135135145[/C][/ROW]
[ROW][C]211[/C][C]43.236[/C][C]43.4404135135135[/C][C]-0.204413513513515[/C][/ROW]
[ROW][C]212[/C][C]43.1957[/C][C]43.4404135135135[/C][C]-0.24471351351351[/C][/ROW]
[ROW][C]213[/C][C]43.01[/C][C]43.4404135135135[/C][C]-0.430413513513514[/C][/ROW]
[ROW][C]214[/C][C]43.1401[/C][C]44.139245505618[/C][C]-0.999145505617982[/C][/ROW]
[ROW][C]215[/C][C]43.0487[/C][C]44.139245505618[/C][C]-1.09054550561798[/C][/ROW]
[ROW][C]216[/C][C]43.1972[/C][C]44.139245505618[/C][C]-0.942045505617976[/C][/ROW]
[ROW][C]217[/C][C]43.2461[/C][C]43.4404135135135[/C][C]-0.194313513513514[/C][/ROW]
[ROW][C]218[/C][C]43.0866[/C][C]43.4404135135135[/C][C]-0.353813513513515[/C][/ROW]
[ROW][C]219[/C][C]43.0865[/C][C]43.4404135135135[/C][C]-0.353913513513511[/C][/ROW]
[ROW][C]220[/C][C]43.0194[/C][C]43.4404135135135[/C][C]-0.421013513513515[/C][/ROW]
[ROW][C]221[/C][C]43.08[/C][C]43.4404135135135[/C][C]-0.360413513513514[/C][/ROW]
[ROW][C]222[/C][C]43.007[/C][C]43.4404135135135[/C][C]-0.433413513513514[/C][/ROW]
[ROW][C]223[/C][C]42.9278[/C][C]43.4404135135135[/C][C]-0.512613513513514[/C][/ROW]
[ROW][C]224[/C][C]42.9545[/C][C]43.4404135135135[/C][C]-0.485913513513509[/C][/ROW]
[ROW][C]225[/C][C]42.7995[/C][C]43.4404135135135[/C][C]-0.64091351351351[/C][/ROW]
[ROW][C]226[/C][C]42.9048[/C][C]43.4404135135135[/C][C]-0.53561351351351[/C][/ROW]
[ROW][C]227[/C][C]42.9468[/C][C]43.4404135135135[/C][C]-0.493613513513509[/C][/ROW]
[ROW][C]228[/C][C]43.08[/C][C]43.4404135135135[/C][C]-0.360413513513514[/C][/ROW]
[ROW][C]229[/C][C]43.1274[/C][C]43.4404135135135[/C][C]-0.313013513513511[/C][/ROW]
[ROW][C]230[/C][C]43.1625[/C][C]43.4404135135135[/C][C]-0.277913513513511[/C][/ROW]
[ROW][C]231[/C][C]43.45[/C][C]43.4404135135135[/C][C]0.00958648648649074[/C][/ROW]
[ROW][C]232[/C][C]43.831[/C][C]43.4404135135135[/C][C]0.390586486486491[/C][/ROW]
[ROW][C]233[/C][C]43.7769[/C][C]43.4404135135135[/C][C]0.336486486486486[/C][/ROW]
[ROW][C]234[/C][C]43.98[/C][C]43.4404135135135[/C][C]0.539586486486485[/C][/ROW]
[ROW][C]235[/C][C]43.92[/C][C]43.4404135135135[/C][C]0.47958648648649[/C][/ROW]
[ROW][C]236[/C][C]44.11[/C][C]43.4404135135135[/C][C]0.669586486486487[/C][/ROW]
[ROW][C]237[/C][C]44.03[/C][C]43.4404135135135[/C][C]0.589586486486489[/C][/ROW]
[ROW][C]238[/C][C]44.1582[/C][C]43.4404135135135[/C][C]0.717786486486489[/C][/ROW]
[ROW][C]239[/C][C]44.14[/C][C]43.4404135135135[/C][C]0.699586486486488[/C][/ROW]
[ROW][C]240[/C][C]45.07[/C][C]44.139245505618[/C][C]0.930754494382022[/C][/ROW]
[ROW][C]241[/C][C]44.8737[/C][C]44.139245505618[/C][C]0.734454494382021[/C][/ROW]
[ROW][C]242[/C][C]44.8505[/C][C]44.139245505618[/C][C]0.711254494382018[/C][/ROW]
[ROW][C]243[/C][C]44.373[/C][C]44.139245505618[/C][C]0.233754494382019[/C][/ROW]
[ROW][C]244[/C][C]44.075[/C][C]44.139245505618[/C][C]-0.0642455056179756[/C][/ROW]
[ROW][C]245[/C][C]43.9725[/C][C]44.139245505618[/C][C]-0.166745505617982[/C][/ROW]
[ROW][C]246[/C][C]44.094[/C][C]44.139245505618[/C][C]-0.0452455056179772[/C][/ROW]
[ROW][C]247[/C][C]44.191[/C][C]44.139245505618[/C][C]0.051754494382024[/C][/ROW]
[ROW][C]248[/C][C]43.9685[/C][C]44.139245505618[/C][C]-0.17074550561798[/C][/ROW]
[ROW][C]249[/C][C]43.79[/C][C]44.139245505618[/C][C]-0.349245505617979[/C][/ROW]
[ROW][C]250[/C][C]43.6041[/C][C]44.139245505618[/C][C]-0.535145505617976[/C][/ROW]
[ROW][C]251[/C][C]43.1707[/C][C]44.139245505618[/C][C]-0.968545505617982[/C][/ROW]
[ROW][C]252[/C][C]42.71[/C][C]44.139245505618[/C][C]-1.42924550561798[/C][/ROW]
[ROW][C]253[/C][C]42.755[/C][C]44.139245505618[/C][C]-1.38424550561798[/C][/ROW]
[ROW][C]254[/C][C]43.3316[/C][C]44.139245505618[/C][C]-0.807645505617977[/C][/ROW]
[ROW][C]255[/C][C]43.5[/C][C]44.139245505618[/C][C]-0.639245505617978[/C][/ROW]
[ROW][C]256[/C][C]43.154[/C][C]44.139245505618[/C][C]-0.985245505617975[/C][/ROW]
[ROW][C]257[/C][C]43.16[/C][C]44.139245505618[/C][C]-0.979245505617982[/C][/ROW]
[ROW][C]258[/C][C]43.1[/C][C]44.139245505618[/C][C]-1.03924550561798[/C][/ROW]
[ROW][C]259[/C][C]42.85[/C][C]44.139245505618[/C][C]-1.28924550561798[/C][/ROW]
[ROW][C]260[/C][C]42.6175[/C][C]44.139245505618[/C][C]-1.52174550561798[/C][/ROW]
[ROW][C]261[/C][C]42.5[/C][C]44.139245505618[/C][C]-1.63924550561798[/C][/ROW]
[ROW][C]262[/C][C]42.6285[/C][C]44.139245505618[/C][C]-1.51074550561798[/C][/ROW]
[ROW][C]263[/C][C]42.6974[/C][C]44.139245505618[/C][C]-1.44184550561798[/C][/ROW]
[ROW][C]264[/C][C]43.04[/C][C]44.139245505618[/C][C]-1.09924550561798[/C][/ROW]
[ROW][C]265[/C][C]42.673[/C][C]44.139245505618[/C][C]-1.46624550561798[/C][/ROW]
[ROW][C]266[/C][C]42.5015[/C][C]44.139245505618[/C][C]-1.63774550561798[/C][/ROW]
[ROW][C]267[/C][C]42.538[/C][C]44.139245505618[/C][C]-1.60124550561798[/C][/ROW]
[ROW][C]268[/C][C]42.3735[/C][C]44.139245505618[/C][C]-1.76574550561798[/C][/ROW]
[ROW][C]269[/C][C]42.014[/C][C]44.139245505618[/C][C]-2.12524550561798[/C][/ROW]
[ROW][C]270[/C][C]41.8618[/C][C]44.139245505618[/C][C]-2.27744550561798[/C][/ROW]
[ROW][C]271[/C][C]42.1824[/C][C]42.549775[/C][C]-0.367374999999996[/C][/ROW]
[ROW][C]272[/C][C]42.605[/C][C]42.549775[/C][C]0.0552250000000001[/C][/ROW]
[ROW][C]273[/C][C]42.7345[/C][C]41.2651800865801[/C][C]1.46931991341991[/C][/ROW]
[ROW][C]274[/C][C]42.615[/C][C]41.2651800865801[/C][C]1.34981991341991[/C][/ROW]
[ROW][C]275[/C][C]42.465[/C][C]41.2651800865801[/C][C]1.19981991341992[/C][/ROW]
[ROW][C]276[/C][C]42.34[/C][C]41.2651800865801[/C][C]1.07481991341992[/C][/ROW]
[ROW][C]277[/C][C]42.251[/C][C]41.2651800865801[/C][C]0.98581991341991[/C][/ROW]
[ROW][C]278[/C][C]42.0475[/C][C]41.2651800865801[/C][C]0.782319913419911[/C][/ROW]
[ROW][C]279[/C][C]41.86[/C][C]41.2651800865801[/C][C]0.594819913419911[/C][/ROW]
[ROW][C]280[/C][C]41.685[/C][C]41.2651800865801[/C][C]0.419819913419914[/C][/ROW]
[ROW][C]281[/C][C]41.735[/C][C]41.2651800865801[/C][C]0.469819913419911[/C][/ROW]
[ROW][C]282[/C][C]41.706[/C][C]41.2651800865801[/C][C]0.440819913419915[/C][/ROW]
[ROW][C]283[/C][C]41.764[/C][C]41.2651800865801[/C][C]0.498819913419915[/C][/ROW]
[ROW][C]284[/C][C]41.58[/C][C]41.2651800865801[/C][C]0.31481991341991[/C][/ROW]
[ROW][C]285[/C][C]41.373[/C][C]41.2651800865801[/C][C]0.10781991341991[/C][/ROW]
[ROW][C]286[/C][C]41.088[/C][C]41.2651800865801[/C][C]-0.177180086580087[/C][/ROW]
[ROW][C]287[/C][C]41.137[/C][C]41.2651800865801[/C][C]-0.128180086580088[/C][/ROW]
[ROW][C]288[/C][C]41.1587[/C][C]41.2651800865801[/C][C]-0.106480086580085[/C][/ROW]
[ROW][C]289[/C][C]41.185[/C][C]41.2651800865801[/C][C]-0.0801800865800857[/C][/ROW]
[ROW][C]290[/C][C]40.819[/C][C]41.2651800865801[/C][C]-0.446180086580085[/C][/ROW]
[ROW][C]291[/C][C]40.633[/C][C]41.2651800865801[/C][C]-0.632180086580085[/C][/ROW]
[ROW][C]292[/C][C]40.858[/C][C]41.2651800865801[/C][C]-0.407180086580091[/C][/ROW]
[ROW][C]293[/C][C]40.794[/C][C]41.2651800865801[/C][C]-0.471180086580091[/C][/ROW]
[ROW][C]294[/C][C]40.69[/C][C]41.2651800865801[/C][C]-0.57518008658009[/C][/ROW]
[ROW][C]295[/C][C]40.595[/C][C]41.2651800865801[/C][C]-0.670180086580089[/C][/ROW]
[ROW][C]296[/C][C]40.7305[/C][C]41.2651800865801[/C][C]-0.534680086580089[/C][/ROW]
[ROW][C]297[/C][C]40.5471[/C][C]41.2651800865801[/C][C]-0.718080086580088[/C][/ROW]
[ROW][C]298[/C][C]40.5145[/C][C]41.2651800865801[/C][C]-0.75068008658009[/C][/ROW]
[ROW][C]299[/C][C]40.7[/C][C]41.2651800865801[/C][C]-0.565180086580085[/C][/ROW]
[ROW][C]300[/C][C]40.7[/C][C]41.2651800865801[/C][C]-0.565180086580085[/C][/ROW]
[ROW][C]301[/C][C]40.522[/C][C]41.2651800865801[/C][C]-0.74318008658009[/C][/ROW]
[ROW][C]302[/C][C]40.6165[/C][C]41.2651800865801[/C][C]-0.648680086580086[/C][/ROW]
[ROW][C]303[/C][C]40.3985[/C][C]41.2651800865801[/C][C]-0.86668008658009[/C][/ROW]
[ROW][C]304[/C][C]40.2815[/C][C]41.2651800865801[/C][C]-0.983680086580087[/C][/ROW]
[ROW][C]305[/C][C]40.245[/C][C]41.2651800865801[/C][C]-1.02018008658009[/C][/ROW]
[ROW][C]306[/C][C]40.3055[/C][C]41.2651800865801[/C][C]-0.959680086580086[/C][/ROW]
[ROW][C]307[/C][C]40.2696[/C][C]41.2651800865801[/C][C]-0.99558008658009[/C][/ROW]
[ROW][C]308[/C][C]40.251[/C][C]41.2651800865801[/C][C]-1.01418008658009[/C][/ROW]
[ROW][C]309[/C][C]40.127[/C][C]41.2651800865801[/C][C]-1.13818008658009[/C][/ROW]
[ROW][C]310[/C][C]39.95[/C][C]41.2651800865801[/C][C]-1.31518008658009[/C][/ROW]
[ROW][C]311[/C][C]39.675[/C][C]41.2651800865801[/C][C]-1.59018008658009[/C][/ROW]
[ROW][C]312[/C][C]39.954[/C][C]41.2651800865801[/C][C]-1.31118008658009[/C][/ROW]
[ROW][C]313[/C][C]39.8828[/C][C]41.2651800865801[/C][C]-1.38238008658008[/C][/ROW]
[ROW][C]314[/C][C]39.62[/C][C]41.2651800865801[/C][C]-1.64518008658009[/C][/ROW]
[ROW][C]315[/C][C]39.5415[/C][C]41.2651800865801[/C][C]-1.72368008658009[/C][/ROW]
[ROW][C]316[/C][C]39.525[/C][C]41.2651800865801[/C][C]-1.74018008658009[/C][/ROW]
[ROW][C]317[/C][C]39.8145[/C][C]41.2651800865801[/C][C]-1.45068008658009[/C][/ROW]
[ROW][C]318[/C][C]39.6675[/C][C]41.2651800865801[/C][C]-1.59768008658009[/C][/ROW]
[ROW][C]319[/C][C]39.695[/C][C]41.2651800865801[/C][C]-1.57018008658009[/C][/ROW]
[ROW][C]320[/C][C]39.5985[/C][C]41.2651800865801[/C][C]-1.66668008658009[/C][/ROW]
[ROW][C]321[/C][C]39.2735[/C][C]41.2651800865801[/C][C]-1.99168008658009[/C][/ROW]
[ROW][C]322[/C][C]39.1435[/C][C]41.2651800865801[/C][C]-2.12168008658008[/C][/ROW]
[ROW][C]323[/C][C]39.1742[/C][C]41.2651800865801[/C][C]-2.09098008658009[/C][/ROW]
[ROW][C]324[/C][C]39.2025[/C][C]41.2651800865801[/C][C]-2.06268008658009[/C][/ROW]
[ROW][C]325[/C][C]39.3946[/C][C]42.549775[/C][C]-3.155175[/C][/ROW]
[ROW][C]326[/C][C]39.5025[/C][C]41.2651800865801[/C][C]-1.76268008658009[/C][/ROW]
[ROW][C]327[/C][C]39.4845[/C][C]42.549775[/C][C]-3.065275[/C][/ROW]
[ROW][C]328[/C][C]39.33[/C][C]41.2651800865801[/C][C]-1.93518008658009[/C][/ROW]
[ROW][C]329[/C][C]39.295[/C][C]41.2651800865801[/C][C]-1.97018008658009[/C][/ROW]
[ROW][C]330[/C][C]39.2675[/C][C]41.2651800865801[/C][C]-1.99768008658009[/C][/ROW]
[ROW][C]331[/C][C]39.2535[/C][C]41.2651800865801[/C][C]-2.01168008658009[/C][/ROW]
[ROW][C]332[/C][C]38.9845[/C][C]41.2651800865801[/C][C]-2.28068008658009[/C][/ROW]
[ROW][C]333[/C][C]38.9285[/C][C]41.2651800865801[/C][C]-2.33668008658009[/C][/ROW]
[ROW][C]334[/C][C]38.8592[/C][C]41.2651800865801[/C][C]-2.40598008658009[/C][/ROW]
[ROW][C]335[/C][C]38.77[/C][C]41.2651800865801[/C][C]-2.49518008658008[/C][/ROW]
[ROW][C]336[/C][C]38.79[/C][C]41.2651800865801[/C][C]-2.47518008658009[/C][/ROW]
[ROW][C]337[/C][C]38.8205[/C][C]41.2651800865801[/C][C]-2.44468008658009[/C][/ROW]
[ROW][C]338[/C][C]38.7577[/C][C]41.2651800865801[/C][C]-2.50748008658009[/C][/ROW]
[ROW][C]339[/C][C]38.839[/C][C]41.2651800865801[/C][C]-2.42618008658009[/C][/ROW]
[ROW][C]340[/C][C]38.78[/C][C]41.2651800865801[/C][C]-2.48518008658009[/C][/ROW]
[ROW][C]341[/C][C]38.54[/C][C]41.2651800865801[/C][C]-2.72518008658009[/C][/ROW]
[ROW][C]342[/C][C]38.511[/C][C]41.2651800865801[/C][C]-2.75418008658009[/C][/ROW]
[ROW][C]343[/C][C]38.615[/C][C]41.2651800865801[/C][C]-2.65018008658009[/C][/ROW]
[ROW][C]344[/C][C]38.898[/C][C]41.2651800865801[/C][C]-2.36718008658008[/C][/ROW]
[ROW][C]345[/C][C]38.8691[/C][C]41.2651800865801[/C][C]-2.39608008658008[/C][/ROW]
[ROW][C]346[/C][C]38.384[/C][C]41.2651800865801[/C][C]-2.88118008658009[/C][/ROW]
[ROW][C]347[/C][C]38.0277[/C][C]41.2651800865801[/C][C]-3.23748008658009[/C][/ROW]
[ROW][C]348[/C][C]37.72[/C][C]41.2651800865801[/C][C]-3.54518008658009[/C][/ROW]
[ROW][C]349[/C][C]37.7325[/C][C]38.3119833333333[/C][C]-0.579483333333329[/C][/ROW]
[ROW][C]350[/C][C]37.626[/C][C]38.3119833333333[/C][C]-0.685983333333333[/C][/ROW]
[ROW][C]351[/C][C]37.603[/C][C]38.3119833333333[/C][C]-0.708983333333329[/C][/ROW]
[ROW][C]352[/C][C]37.78[/C][C]38.0914421052632[/C][C]-0.311442105263154[/C][/ROW]
[ROW][C]353[/C][C]38.559[/C][C]38.3119833333333[/C][C]0.247016666666667[/C][/ROW]
[ROW][C]354[/C][C]39.0459[/C][C]38.3119833333333[/C][C]0.733916666666673[/C][/ROW]
[ROW][C]355[/C][C]38.45[/C][C]38.3119833333333[/C][C]0.138016666666672[/C][/ROW]
[ROW][C]356[/C][C]38.505[/C][C]38.0914421052632[/C][C]0.413557894736847[/C][/ROW]
[ROW][C]357[/C][C]38.2885[/C][C]38.3119833333333[/C][C]-0.0234833333333313[/C][/ROW]
[ROW][C]358[/C][C]37.795[/C][C]38.0914421052632[/C][C]-0.296442105263154[/C][/ROW]
[ROW][C]359[/C][C]37.92[/C][C]38.3119833333333[/C][C]-0.391983333333329[/C][/ROW]
[ROW][C]360[/C][C]38.034[/C][C]38.3119833333333[/C][C]-0.277983333333331[/C][/ROW]
[ROW][C]361[/C][C]38.029[/C][C]38.0914421052632[/C][C]-0.0624421052631519[/C][/ROW]
[ROW][C]362[/C][C]38.063[/C][C]38.0914421052632[/C][C]-0.0284421052631529[/C][/ROW]
[ROW][C]363[/C][C]37.9828[/C][C]38.0914421052632[/C][C]-0.108642105263158[/C][/ROW]
[ROW][C]364[/C][C]37.745[/C][C]38.0914421052632[/C][C]-0.346442105263158[/C][/ROW]
[ROW][C]365[/C][C]37.969[/C][C]38.0914421052632[/C][C]-0.122442105263154[/C][/ROW]
[ROW][C]366[/C][C]38.007[/C][C]38.0914421052632[/C][C]-0.0844421052631574[/C][/ROW]
[ROW][C]367[/C][C]38.0615[/C][C]38.0914421052632[/C][C]-0.029942105263153[/C][/ROW]
[ROW][C]368[/C][C]38.0912[/C][C]38.0914421052632[/C][C]-0.000242105263154713[/C][/ROW]
[ROW][C]369[/C][C]38.091[/C][C]38.0914421052632[/C][C]-0.000442105263154247[/C][/ROW]
[ROW][C]370[/C][C]38.431[/C][C]38.0914421052632[/C][C]0.339557894736842[/C][/ROW]
[ROW][C]371[/C][C]38.48[/C][C]38.0914421052632[/C][C]0.388557894736842[/C][/ROW]
[ROW][C]372[/C][C]38.35[/C][C]38.3119833333333[/C][C]0.038016666666671[/C][/ROW]
[ROW][C]373[/C][C]38.214[/C][C]38.3119833333333[/C][C]-0.0979833333333318[/C][/ROW]
[ROW][C]374[/C][C]38.384[/C][C]38.3119833333333[/C][C]0.07201666666667[/C][/ROW]
[ROW][C]375[/C][C]38.1375[/C][C]38.3119833333333[/C][C]-0.174483333333328[/C][/ROW]
[ROW][C]376[/C][C]38.0075[/C][C]38.0914421052632[/C][C]-0.083942105263155[/C][/ROW]
[ROW][C]377[/C][C]38.0524[/C][C]38.0914421052632[/C][C]-0.0390421052631567[/C][/ROW]
[ROW][C]378[/C][C]38.235[/C][C]38.0914421052632[/C][C]0.143557894736844[/C][/ROW]
[ROW][C]379[/C][C]38.31[/C][C]38.3119833333333[/C][C]-0.00198333333332812[/C][/ROW]
[ROW][C]380[/C][C]38.2615[/C][C]38.3119833333333[/C][C]-0.0504833333333323[/C][/ROW]
[ROW][C]381[/C][C]38.13[/C][C]38.0914421052632[/C][C]0.0385578947368472[/C][/ROW]
[ROW][C]382[/C][C]38.282[/C][C]38.0914421052632[/C][C]0.190557894736841[/C][/ROW]
[ROW][C]383[/C][C]38.581[/C][C]38.3119833333333[/C][C]0.269016666666673[/C][/ROW]
[ROW][C]384[/C][C]39.0801[/C][C]38.3119833333333[/C][C]0.768116666666671[/C][/ROW]
[ROW][C]385[/C][C]39.0387[/C][C]38.3119833333333[/C][C]0.726716666666668[/C][/ROW]
[ROW][C]386[/C][C]39.1015[/C][C]41.2651800865801[/C][C]-2.16368008658009[/C][/ROW]
[ROW][C]387[/C][C]39.1503[/C][C]41.2651800865801[/C][C]-2.11488008658009[/C][/ROW]
[ROW][C]388[/C][C]39.14[/C][C]41.2651800865801[/C][C]-2.12518008658009[/C][/ROW]
[ROW][C]389[/C][C]39.0275[/C][C]41.2651800865801[/C][C]-2.23768008658008[/C][/ROW]
[ROW][C]390[/C][C]38.7665[/C][C]41.2651800865801[/C][C]-2.49868008658009[/C][/ROW]
[ROW][C]391[/C][C]38.691[/C][C]41.2651800865801[/C][C]-2.57418008658009[/C][/ROW]
[ROW][C]392[/C][C]38.849[/C][C]41.2651800865801[/C][C]-2.41618008658009[/C][/ROW]
[ROW][C]393[/C][C]39.1644[/C][C]41.2651800865801[/C][C]-2.10078008658009[/C][/ROW]
[ROW][C]394[/C][C]39.4907[/C][C]41.2651800865801[/C][C]-1.77448008658009[/C][/ROW]
[ROW][C]395[/C][C]39.5095[/C][C]41.2651800865801[/C][C]-1.75568008658009[/C][/ROW]
[ROW][C]396[/C][C]39.2795[/C][C]41.2651800865801[/C][C]-1.98568008658009[/C][/ROW]
[ROW][C]397[/C][C]39.0437[/C][C]41.2651800865801[/C][C]-2.22148008658009[/C][/ROW]
[ROW][C]398[/C][C]39.1355[/C][C]41.2651800865801[/C][C]-2.12968008658009[/C][/ROW]
[ROW][C]399[/C][C]39.143[/C][C]41.2651800865801[/C][C]-2.12218008658009[/C][/ROW]
[ROW][C]400[/C][C]39.185[/C][C]41.2651800865801[/C][C]-2.08018008658009[/C][/ROW]
[ROW][C]401[/C][C]39.355[/C][C]41.2651800865801[/C][C]-1.91018008658009[/C][/ROW]
[ROW][C]402[/C][C]39.297[/C][C]41.2651800865801[/C][C]-1.96818008658009[/C][/ROW]
[ROW][C]403[/C][C]39.4514[/C][C]41.2651800865801[/C][C]-1.81378008658009[/C][/ROW]
[ROW][C]404[/C][C]39.4173[/C][C]41.2651800865801[/C][C]-1.84788008658009[/C][/ROW]
[ROW][C]405[/C][C]39.4305[/C][C]41.2651800865801[/C][C]-1.83468008658009[/C][/ROW]
[ROW][C]406[/C][C]39.384[/C][C]41.2651800865801[/C][C]-1.88118008658009[/C][/ROW]
[ROW][C]407[/C][C]39.3261[/C][C]41.2651800865801[/C][C]-1.93908008658009[/C][/ROW]
[ROW][C]408[/C][C]39.301[/C][C]41.2651800865801[/C][C]-1.96418008658009[/C][/ROW]
[ROW][C]409[/C][C]39.35[/C][C]41.2651800865801[/C][C]-1.91518008658009[/C][/ROW]
[ROW][C]410[/C][C]39.64[/C][C]41.2651800865801[/C][C]-1.62518008658009[/C][/ROW]
[ROW][C]411[/C][C]39.4723[/C][C]41.2651800865801[/C][C]-1.79288008658009[/C][/ROW]
[ROW][C]412[/C][C]39.3685[/C][C]41.2651800865801[/C][C]-1.89668008658009[/C][/ROW]
[ROW][C]413[/C][C]39.1906[/C][C]41.2651800865801[/C][C]-2.07458008658008[/C][/ROW]
[ROW][C]414[/C][C]39.1183[/C][C]41.2651800865801[/C][C]-2.14688008658009[/C][/ROW]
[ROW][C]415[/C][C]39.1325[/C][C]41.2651800865801[/C][C]-2.13268008658009[/C][/ROW]
[ROW][C]416[/C][C]39.1144[/C][C]41.2651800865801[/C][C]-2.15078008658008[/C][/ROW]
[ROW][C]417[/C][C]39.1614[/C][C]41.2651800865801[/C][C]-2.10378008658009[/C][/ROW]
[ROW][C]418[/C][C]39.0908[/C][C]41.2651800865801[/C][C]-2.17438008658009[/C][/ROW]
[ROW][C]419[/C][C]38.9199[/C][C]41.2651800865801[/C][C]-2.34528008658009[/C][/ROW]
[ROW][C]420[/C][C]38.913[/C][C]41.2651800865801[/C][C]-2.35218008658009[/C][/ROW]
[ROW][C]421[/C][C]38.9655[/C][C]41.2651800865801[/C][C]-2.29968008658009[/C][/ROW]
[ROW][C]422[/C][C]39.029[/C][C]41.2651800865801[/C][C]-2.23618008658008[/C][/ROW]
[ROW][C]423[/C][C]39.089[/C][C]41.2651800865801[/C][C]-2.17618008658009[/C][/ROW]
[ROW][C]424[/C][C]39.07[/C][C]41.2651800865801[/C][C]-2.19518008658009[/C][/ROW]
[ROW][C]425[/C][C]39.0046[/C][C]41.2651800865801[/C][C]-2.26058008658008[/C][/ROW]
[ROW][C]426[/C][C]39.1038[/C][C]41.2651800865801[/C][C]-2.16138008658009[/C][/ROW]
[ROW][C]427[/C][C]39.3572[/C][C]41.2651800865801[/C][C]-1.90798008658009[/C][/ROW]
[ROW][C]428[/C][C]39.388[/C][C]41.2651800865801[/C][C]-1.87718008658009[/C][/ROW]
[ROW][C]429[/C][C]39.382[/C][C]41.2651800865801[/C][C]-1.88318008658009[/C][/ROW]
[ROW][C]430[/C][C]39.4398[/C][C]41.2651800865801[/C][C]-1.82538008658009[/C][/ROW]
[ROW][C]431[/C][C]39.2537[/C][C]41.2651800865801[/C][C]-2.01148008658009[/C][/ROW]
[ROW][C]432[/C][C]39.2301[/C][C]41.2651800865801[/C][C]-2.03508008658009[/C][/ROW]
[ROW][C]433[/C][C]39.2763[/C][C]41.2651800865801[/C][C]-1.98888008658009[/C][/ROW]
[ROW][C]434[/C][C]39.282[/C][C]41.2651800865801[/C][C]-1.98318008658009[/C][/ROW]
[ROW][C]435[/C][C]39.3325[/C][C]41.2651800865801[/C][C]-1.93268008658008[/C][/ROW]
[ROW][C]436[/C][C]39.557[/C][C]41.2651800865801[/C][C]-1.70818008658009[/C][/ROW]
[ROW][C]437[/C][C]40.1[/C][C]41.2651800865801[/C][C]-1.16518008658009[/C][/ROW]
[ROW][C]438[/C][C]40.5875[/C][C]41.2651800865801[/C][C]-0.67768008658009[/C][/ROW]
[ROW][C]439[/C][C]40.485[/C][C]41.2651800865801[/C][C]-0.780180086580089[/C][/ROW]
[ROW][C]440[/C][C]40.55[/C][C]41.2651800865801[/C][C]-0.71518008658009[/C][/ROW]
[ROW][C]441[/C][C]40.7955[/C][C]41.2651800865801[/C][C]-0.469680086580091[/C][/ROW]
[ROW][C]442[/C][C]41.456[/C][C]41.2651800865801[/C][C]0.190819913419915[/C][/ROW]
[ROW][C]443[/C][C]41.3557[/C][C]41.2651800865801[/C][C]0.0905199134199108[/C][/ROW]
[ROW][C]444[/C][C]41.374[/C][C]41.2651800865801[/C][C]0.108819913419914[/C][/ROW]
[ROW][C]445[/C][C]41.2235[/C][C]41.2651800865801[/C][C]-0.0416800865800866[/C][/ROW]
[ROW][C]446[/C][C]41.15[/C][C]41.2651800865801[/C][C]-0.115180086580089[/C][/ROW]
[ROW][C]447[/C][C]41.3725[/C][C]41.2651800865801[/C][C]0.107319913419914[/C][/ROW]
[ROW][C]448[/C][C]41.6923[/C][C]41.2651800865801[/C][C]0.427119913419915[/C][/ROW]
[ROW][C]449[/C][C]41.8[/C][C]41.2651800865801[/C][C]0.534819913419909[/C][/ROW]
[ROW][C]450[/C][C]41.8045[/C][C]41.2651800865801[/C][C]0.539319913419909[/C][/ROW]
[ROW][C]451[/C][C]41.64[/C][C]41.2651800865801[/C][C]0.374819913419913[/C][/ROW]
[ROW][C]452[/C][C]41.36[/C][C]41.2651800865801[/C][C]0.0948199134199115[/C][/ROW]
[ROW][C]453[/C][C]41.5745[/C][C]41.2651800865801[/C][C]0.309319913419912[/C][/ROW]
[ROW][C]454[/C][C]41.593[/C][C]41.2651800865801[/C][C]0.327819913419916[/C][/ROW]
[ROW][C]455[/C][C]41.575[/C][C]41.2651800865801[/C][C]0.309819913419915[/C][/ROW]
[ROW][C]456[/C][C]41.68[/C][C]41.2651800865801[/C][C]0.414819913419912[/C][/ROW]
[ROW][C]457[/C][C]42.0055[/C][C]41.2651800865801[/C][C]0.74031991341991[/C][/ROW]
[ROW][C]458[/C][C]42.3188[/C][C]41.2651800865801[/C][C]1.05361991341992[/C][/ROW]
[ROW][C]459[/C][C]42.565[/C][C]41.2651800865801[/C][C]1.29981991341991[/C][/ROW]
[ROW][C]460[/C][C]42.3575[/C][C]41.2651800865801[/C][C]1.09231991341991[/C][/ROW]
[ROW][C]461[/C][C]42.29[/C][C]41.2651800865801[/C][C]1.02481991341991[/C][/ROW]
[ROW][C]462[/C][C]42.695[/C][C]41.2651800865801[/C][C]1.42981991341991[/C][/ROW]
[ROW][C]463[/C][C]43.0028[/C][C]41.2651800865801[/C][C]1.73761991341991[/C][/ROW]
[ROW][C]464[/C][C]42.4507[/C][C]41.2651800865801[/C][C]1.18551991341991[/C][/ROW]
[ROW][C]465[/C][C]42.4705[/C][C]41.2651800865801[/C][C]1.20531991341991[/C][/ROW]
[ROW][C]466[/C][C]42.2875[/C][C]41.2651800865801[/C][C]1.02231991341991[/C][/ROW]
[ROW][C]467[/C][C]42.3172[/C][C]41.2651800865801[/C][C]1.05201991341991[/C][/ROW]
[ROW][C]468[/C][C]42.55[/C][C]41.2651800865801[/C][C]1.28481991341991[/C][/ROW]
[ROW][C]469[/C][C]42.7523[/C][C]41.2651800865801[/C][C]1.48711991341991[/C][/ROW]
[ROW][C]470[/C][C]42.8993[/C][C]41.2651800865801[/C][C]1.63411991341991[/C][/ROW]
[ROW][C]471[/C][C]43.1555[/C][C]41.2651800865801[/C][C]1.89031991341992[/C][/ROW]
[ROW][C]472[/C][C]43.1885[/C][C]41.2651800865801[/C][C]1.92331991341991[/C][/ROW]
[ROW][C]473[/C][C]43.43[/C][C]41.2651800865801[/C][C]2.16481991341991[/C][/ROW]
[ROW][C]474[/C][C]43.31[/C][C]41.2651800865801[/C][C]2.04481991341991[/C][/ROW]
[ROW][C]475[/C][C]42.815[/C][C]41.2651800865801[/C][C]1.54981991341991[/C][/ROW]
[ROW][C]476[/C][C]42.7017[/C][C]41.2651800865801[/C][C]1.43651991341991[/C][/ROW]
[ROW][C]477[/C][C]42.28[/C][C]41.2651800865801[/C][C]1.01481991341991[/C][/ROW]
[ROW][C]478[/C][C]41.922[/C][C]41.2651800865801[/C][C]0.656819913419909[/C][/ROW]
[ROW][C]479[/C][C]42.17[/C][C]41.2651800865801[/C][C]0.904819913419914[/C][/ROW]
[ROW][C]480[/C][C]42.1962[/C][C]41.2651800865801[/C][C]0.93101991341991[/C][/ROW]
[ROW][C]481[/C][C]42.3215[/C][C]41.2651800865801[/C][C]1.05631991341991[/C][/ROW]
[ROW][C]482[/C][C]42.3173[/C][C]41.2651800865801[/C][C]1.05211991341992[/C][/ROW]
[ROW][C]483[/C][C]42.391[/C][C]41.2651800865801[/C][C]1.12581991341991[/C][/ROW]
[ROW][C]484[/C][C]42.463[/C][C]41.2651800865801[/C][C]1.19781991341991[/C][/ROW]
[ROW][C]485[/C][C]42.4125[/C][C]41.2651800865801[/C][C]1.14731991341991[/C][/ROW]
[ROW][C]486[/C][C]42.304[/C][C]41.2651800865801[/C][C]1.03881991341991[/C][/ROW]
[ROW][C]487[/C][C]41.813[/C][C]41.2651800865801[/C][C]0.547819913419914[/C][/ROW]
[ROW][C]488[/C][C]41.651[/C][C]41.2651800865801[/C][C]0.385819913419915[/C][/ROW]
[ROW][C]489[/C][C]41.539[/C][C]41.2651800865801[/C][C]0.273819913419914[/C][/ROW]
[ROW][C]490[/C][C]41.1575[/C][C]41.2651800865801[/C][C]-0.107680086580089[/C][/ROW]
[ROW][C]491[/C][C]40.9545[/C][C]41.2651800865801[/C][C]-0.310680086580085[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=114019&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=114019&T=2

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


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

Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
140.781941.2651800865801-0.483280086580088
239.591541.2651800865801-1.67368008658008
338.885941.2651800865801-2.37928008658009
439.906841.2651800865801-1.35838008658009
541.4741.26518008658010.204819913419911
641.561341.26518008658010.296119913419915
741.600541.26518008658010.335319913419909
841.411341.26518008658010.146119913419909
941.8441.26518008658010.574819913419915
1042.289241.26518008658011.02401991341991
1143.152141.26518008658011.88691991341991
1243.599841.26518008658012.33461991341991
1343.11641.26518008658011.85081991341991
1442.418541.26518008658011.15331991341991
1542.368741.26518008658011.10351991341991
1642.297541.26518008658011.03231991341991
1742.852841.26518008658011.58761991341991
1843.53541.26518008658012.26981991341991
1944.726541.26518008658013.46131991341991
2045.729341.26518008658014.46411991341991
2145.758541.26518008658014.49331991341991
2246.168541.26518008658014.90331991341991
2346.507541.26518008658015.24231991341991
2446.52741.26518008658015.26181991341991
2546.60141.26518008658015.33581991341991
2646.460741.26518008658015.19551991341991
2746.713541.26518008658015.44831991341992
2846.411341.26518008658015.14611991341991
2945.5541.26518008658014.28481991341991
3044.608141.26518008658013.34291991341991
3144.439541.26518008658013.17431991341991
3244.984741.26518008658013.71951991341991
3345.755841.26518008658014.49061991341991
3445.394241.26518008658014.12901991341991
3545.69741.26518008658014.43181991341991
3645.566441.26518008658014.30121991341991
3746.020541.26518008658014.75531991341991
3845.919541.26518008658014.65431991341991
3945.800541.26518008658014.53531991341991
4045.53541.26518008658014.26981991341991
4145.497741.26518008658014.23251991341991
4245.578241.26518008658014.31301991341991
4345.769741.26518008658014.50451991341991
4445.244541.26518008658013.97931991341991
4545.061541.26518008658013.79631991341991
4645.286541.26518008658014.02131991341991
4744.79141.26518008658013.52581991341991
4844.762541.26518008658013.49731991341991
4944.764441.26518008658013.49921991341991
5044.997341.26518008658013.73211991341991
5144.726542.5497752.176725
5245.146544.1392455056181.00725449438202
5344.746544.1392455056180.607254494382019
5445.179544.1392455056181.04025449438202
5545.651544.1392455056181.51225449438202
5645.49244.1392455056181.35275449438202
5745.277544.1392455056181.13825449438202
5845.211544.1392455056181.07225449438202
5945.41144.1392455056181.27175449438202
6045.400544.1392455056181.26125449438202
6144.769244.1392455056180.629954494382019
6244.891344.1392455056180.752054494382023
6345.03244.1392455056180.892754494382018
6444.87944.1392455056180.739754494382019
6544.83344.1392455056180.69375449438202
6644.825744.1392455056180.686454494382019
6744.781544.1392455056180.642254494382023
6844.47944.1392455056180.339754494382021
6944.631744.1392455056180.492454494382024
7044.504344.1392455056180.365054494382022
7144.321744.1392455056180.182454494382021
7244.100544.139245505618-0.0387455056179817
7344.04744.139245505618-0.0922455056179814
7443.683544.139245505618-0.455745505617976
7543.786444.139245505618-0.352845505617978
7644.180742.5497751.630925
7743.959542.5497751.409725
7843.93744.139245505618-0.202245505617981
7943.99144.139245505618-0.148245505617979
8043.86542.5497751.31522500000001
8143.67141.26518008658012.40581991341991
8243.9344.139245505618-0.209245505617979
8343.86344.139245505618-0.276245505617979
8443.709544.139245505618-0.42974550561798
8543.943544.139245505618-0.195745505617978
8643.73644.139245505618-0.403245505617981
8743.629544.139245505618-0.509745505617978
8843.59844.139245505618-0.54124550561798
8943.872644.139245505618-0.26664550561798
9043.893544.139245505618-0.245745505617975
9143.595744.139245505618-0.543545505617978
9243.715544.139245505618-0.42374550561798
9343.52844.139245505618-0.61124550561798
9443.341544.139245505618-0.797745505617975
9543.337444.139245505618-0.801845505617976
9643.33244.139245505618-0.807245505617978
9743.386944.139245505618-0.752345505617981
9843.501644.139245505618-0.637645505617975
9943.487544.139245505618-0.651745505617981
10043.602344.139245505618-0.536945505617979
10143.388644.139245505618-0.750645505617982
10243.310544.139245505618-0.828745505617981
10343.445544.139245505618-0.693745505617976
10443.518544.139245505618-0.620745505617975
10543.575544.139245505618-0.56374550561798
10643.621744.139245505618-0.517545505617981
10743.64444.139245505618-0.49524550561798
10843.578944.139245505618-0.560345505617981
10943.521544.139245505618-0.617745505617975
11043.503344.139245505618-0.635945505617975
11143.63244.139245505618-0.50724550561798
11243.26344.139245505618-0.87624550561798
11343.371744.139245505618-0.767545505617981
11443.274544.139245505618-0.864745505617975
11543.264744.139245505618-0.874545505617981
11643.32444.139245505618-0.81524550561798
11743.445544.139245505618-0.693745505617976
11843.409844.139245505618-0.729445505617981
11943.4144.139245505618-0.729245505617982
12043.9344.139245505618-0.209245505617979
12143.810444.139245505618-0.328845505617977
12243.5444.139245505618-0.599245505617979
12343.85844.139245505618-0.281245505617981
12443.837544.139245505618-0.30174550561798
12543.88144.139245505618-0.258245505617978
12643.88744.139245505618-0.252245505617978
12743.800944.139245505618-0.33834550561798
12843.787744.139245505618-0.351545505617977
12943.81144.139245505618-0.328245505617978
13044.062544.139245505618-0.0767455056179784
13144.12544.139245505618-0.0142455056179784
13244.5244.1392455056180.380754494382025
13345.400544.1392455056181.26125449438202
13445.8944.1392455056181.75075449438202
13545.18944.1392455056181.04975449438202
13644.903544.1392455056180.764254494382023
13744.935144.1392455056180.79585449438202
13844.80144.1392455056180.661754494382023
13943.9844.139245505618-0.159245505617982
14044.1144.139245505618-0.029245505617979
14144.266144.1392455056180.126854494382023
14244.36144.1392455056180.221754494382019
14344.09944.139245505618-0.0402455056179818
14443.843544.139245505618-0.29574550561798
14543.891444.139245505618-0.247845505617981
14644.21744.1392455056180.0777544943820203
14744.50644.1392455056180.366754494382022
14844.5444.1392455056180.400754494382021
14944.446544.1392455056180.307254494382022
15044.84244.1392455056180.70275449438202
15144.894644.1392455056180.755354494382019
15244.95144.1392455056180.811754494382022
15345.44544.1392455056181.30575449438202
15445.003544.1392455056180.864254494382024
15545.76944.1392455056181.62975449438202
15646.0944.1392455056181.95075449438202
15745.41244.1392455056181.27275449438202
15845.1244.1392455056180.98075449438202
15945.4844.1392455056181.34075449438202
16045.10544.1392455056180.965754494382018
16145.05644.1392455056180.916754494382019
16245.2244.1392455056181.08075449438202
16345.3944.1392455056181.25075449438202
16445.04144.1392455056180.901754494382018
16544.939944.1392455056180.800654494382023
16644.931544.1392455056180.792254494382021
16745.193544.1392455056181.05425449438202
16845.346644.1392455056181.20735449438202
16945.464544.1392455056181.32525449438202
17045.568544.1392455056181.42925449438202
17145.392144.1392455056181.25285449438202
17245.3444.1392455056181.20075449438202
17345.130844.1392455056180.991554494382022
17445.100544.1392455056180.961254494382018
17545.3744.1392455056181.23075449438202
17645.244.1392455056181.06075449438202
17744.961444.1392455056180.822154494382019
17844.801544.1392455056180.662254494382019
17944.915244.1392455056180.77595449438202
18045.09544.1392455056180.95575449438202
18144.927144.1392455056180.787854494382024
18244.602644.1392455056180.463354494382024
18344.544.1392455056180.360754494382022
18444.5444.1392455056180.400754494382021
18544.553244.1392455056180.413954494382018
18644.40744.1392455056180.267754494382018
18744.25944.1392455056180.119754494382022
18844.136544.139245505618-0.00274550561798037
18944.11244.139245505618-0.0272455056179766
19043.881444.139245505618-0.257845505617979
19143.9844.139245505618-0.159245505617982
19243.729444.139245505618-0.40984550561798
19343.911944.139245505618-0.227345505617976
19443.95544.139245505618-0.18424550561798
19543.944.139245505618-0.23924550561798
19643.706544.139245505618-0.43274550561798
19743.693944.139245505618-0.445345505617979
19843.658744.139245505618-0.480545505617975
19943.588544.139245505618-0.550745505617975
20043.888543.44041351351350.448086486486488
20143.821643.44041351351350.381186486486484
20243.75143.44041351351350.310586486486486
20343.69943.44041351351350.258586486486486
20443.742543.44041351351350.302086486486488
20543.63943.44041351351350.198586486486491
20643.58943.44041351351350.148586486486487
20743.60643.44041351351350.16558648648649
20843.532543.44041351351350.0920864864864868
20943.38543.4404135135135-0.0554135135135141
21043.374543.4404135135135-0.0659135135135145
21143.23643.4404135135135-0.204413513513515
21243.195743.4404135135135-0.24471351351351
21343.0143.4404135135135-0.430413513513514
21443.140144.139245505618-0.999145505617982
21543.048744.139245505618-1.09054550561798
21643.197244.139245505618-0.942045505617976
21743.246143.4404135135135-0.194313513513514
21843.086643.4404135135135-0.353813513513515
21943.086543.4404135135135-0.353913513513511
22043.019443.4404135135135-0.421013513513515
22143.0843.4404135135135-0.360413513513514
22243.00743.4404135135135-0.433413513513514
22342.927843.4404135135135-0.512613513513514
22442.954543.4404135135135-0.485913513513509
22542.799543.4404135135135-0.64091351351351
22642.904843.4404135135135-0.53561351351351
22742.946843.4404135135135-0.493613513513509
22843.0843.4404135135135-0.360413513513514
22943.127443.4404135135135-0.313013513513511
23043.162543.4404135135135-0.277913513513511
23143.4543.44041351351350.00958648648649074
23243.83143.44041351351350.390586486486491
23343.776943.44041351351350.336486486486486
23443.9843.44041351351350.539586486486485
23543.9243.44041351351350.47958648648649
23644.1143.44041351351350.669586486486487
23744.0343.44041351351350.589586486486489
23844.158243.44041351351350.717786486486489
23944.1443.44041351351350.699586486486488
24045.0744.1392455056180.930754494382022
24144.873744.1392455056180.734454494382021
24244.850544.1392455056180.711254494382018
24344.37344.1392455056180.233754494382019
24444.07544.139245505618-0.0642455056179756
24543.972544.139245505618-0.166745505617982
24644.09444.139245505618-0.0452455056179772
24744.19144.1392455056180.051754494382024
24843.968544.139245505618-0.17074550561798
24943.7944.139245505618-0.349245505617979
25043.604144.139245505618-0.535145505617976
25143.170744.139245505618-0.968545505617982
25242.7144.139245505618-1.42924550561798
25342.75544.139245505618-1.38424550561798
25443.331644.139245505618-0.807645505617977
25543.544.139245505618-0.639245505617978
25643.15444.139245505618-0.985245505617975
25743.1644.139245505618-0.979245505617982
25843.144.139245505618-1.03924550561798
25942.8544.139245505618-1.28924550561798
26042.617544.139245505618-1.52174550561798
26142.544.139245505618-1.63924550561798
26242.628544.139245505618-1.51074550561798
26342.697444.139245505618-1.44184550561798
26443.0444.139245505618-1.09924550561798
26542.67344.139245505618-1.46624550561798
26642.501544.139245505618-1.63774550561798
26742.53844.139245505618-1.60124550561798
26842.373544.139245505618-1.76574550561798
26942.01444.139245505618-2.12524550561798
27041.861844.139245505618-2.27744550561798
27142.182442.549775-0.367374999999996
27242.60542.5497750.0552250000000001
27342.734541.26518008658011.46931991341991
27442.61541.26518008658011.34981991341991
27542.46541.26518008658011.19981991341992
27642.3441.26518008658011.07481991341992
27742.25141.26518008658010.98581991341991
27842.047541.26518008658010.782319913419911
27941.8641.26518008658010.594819913419911
28041.68541.26518008658010.419819913419914
28141.73541.26518008658010.469819913419911
28241.70641.26518008658010.440819913419915
28341.76441.26518008658010.498819913419915
28441.5841.26518008658010.31481991341991
28541.37341.26518008658010.10781991341991
28641.08841.2651800865801-0.177180086580087
28741.13741.2651800865801-0.128180086580088
28841.158741.2651800865801-0.106480086580085
28941.18541.2651800865801-0.0801800865800857
29040.81941.2651800865801-0.446180086580085
29140.63341.2651800865801-0.632180086580085
29240.85841.2651800865801-0.407180086580091
29340.79441.2651800865801-0.471180086580091
29440.6941.2651800865801-0.57518008658009
29540.59541.2651800865801-0.670180086580089
29640.730541.2651800865801-0.534680086580089
29740.547141.2651800865801-0.718080086580088
29840.514541.2651800865801-0.75068008658009
29940.741.2651800865801-0.565180086580085
30040.741.2651800865801-0.565180086580085
30140.52241.2651800865801-0.74318008658009
30240.616541.2651800865801-0.648680086580086
30340.398541.2651800865801-0.86668008658009
30440.281541.2651800865801-0.983680086580087
30540.24541.2651800865801-1.02018008658009
30640.305541.2651800865801-0.959680086580086
30740.269641.2651800865801-0.99558008658009
30840.25141.2651800865801-1.01418008658009
30940.12741.2651800865801-1.13818008658009
31039.9541.2651800865801-1.31518008658009
31139.67541.2651800865801-1.59018008658009
31239.95441.2651800865801-1.31118008658009
31339.882841.2651800865801-1.38238008658008
31439.6241.2651800865801-1.64518008658009
31539.541541.2651800865801-1.72368008658009
31639.52541.2651800865801-1.74018008658009
31739.814541.2651800865801-1.45068008658009
31839.667541.2651800865801-1.59768008658009
31939.69541.2651800865801-1.57018008658009
32039.598541.2651800865801-1.66668008658009
32139.273541.2651800865801-1.99168008658009
32239.143541.2651800865801-2.12168008658008
32339.174241.2651800865801-2.09098008658009
32439.202541.2651800865801-2.06268008658009
32539.394642.549775-3.155175
32639.502541.2651800865801-1.76268008658009
32739.484542.549775-3.065275
32839.3341.2651800865801-1.93518008658009
32939.29541.2651800865801-1.97018008658009
33039.267541.2651800865801-1.99768008658009
33139.253541.2651800865801-2.01168008658009
33238.984541.2651800865801-2.28068008658009
33338.928541.2651800865801-2.33668008658009
33438.859241.2651800865801-2.40598008658009
33538.7741.2651800865801-2.49518008658008
33638.7941.2651800865801-2.47518008658009
33738.820541.2651800865801-2.44468008658009
33838.757741.2651800865801-2.50748008658009
33938.83941.2651800865801-2.42618008658009
34038.7841.2651800865801-2.48518008658009
34138.5441.2651800865801-2.72518008658009
34238.51141.2651800865801-2.75418008658009
34338.61541.2651800865801-2.65018008658009
34438.89841.2651800865801-2.36718008658008
34538.869141.2651800865801-2.39608008658008
34638.38441.2651800865801-2.88118008658009
34738.027741.2651800865801-3.23748008658009
34837.7241.2651800865801-3.54518008658009
34937.732538.3119833333333-0.579483333333329
35037.62638.3119833333333-0.685983333333333
35137.60338.3119833333333-0.708983333333329
35237.7838.0914421052632-0.311442105263154
35338.55938.31198333333330.247016666666667
35439.045938.31198333333330.733916666666673
35538.4538.31198333333330.138016666666672
35638.50538.09144210526320.413557894736847
35738.288538.3119833333333-0.0234833333333313
35837.79538.0914421052632-0.296442105263154
35937.9238.3119833333333-0.391983333333329
36038.03438.3119833333333-0.277983333333331
36138.02938.0914421052632-0.0624421052631519
36238.06338.0914421052632-0.0284421052631529
36337.982838.0914421052632-0.108642105263158
36437.74538.0914421052632-0.346442105263158
36537.96938.0914421052632-0.122442105263154
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36738.061538.0914421052632-0.029942105263153
36838.091238.0914421052632-0.000242105263154713
36938.09138.0914421052632-0.000442105263154247
37038.43138.09144210526320.339557894736842
37138.4838.09144210526320.388557894736842
37238.3538.31198333333330.038016666666671
37338.21438.3119833333333-0.0979833333333318
37438.38438.31198333333330.07201666666667
37538.137538.3119833333333-0.174483333333328
37638.007538.0914421052632-0.083942105263155
37738.052438.0914421052632-0.0390421052631567
37838.23538.09144210526320.143557894736844
37938.3138.3119833333333-0.00198333333332812
38038.261538.3119833333333-0.0504833333333323
38138.1338.09144210526320.0385578947368472
38238.28238.09144210526320.190557894736841
38338.58138.31198333333330.269016666666673
38439.080138.31198333333330.768116666666671
38539.038738.31198333333330.726716666666668
38639.101541.2651800865801-2.16368008658009
38739.150341.2651800865801-2.11488008658009
38839.1441.2651800865801-2.12518008658009
38939.027541.2651800865801-2.23768008658008
39038.766541.2651800865801-2.49868008658009
39138.69141.2651800865801-2.57418008658009
39238.84941.2651800865801-2.41618008658009
39339.164441.2651800865801-2.10078008658009
39439.490741.2651800865801-1.77448008658009
39539.509541.2651800865801-1.75568008658009
39639.279541.2651800865801-1.98568008658009
39739.043741.2651800865801-2.22148008658009
39839.135541.2651800865801-2.12968008658009
39939.14341.2651800865801-2.12218008658009
40039.18541.2651800865801-2.08018008658009
40139.35541.2651800865801-1.91018008658009
40239.29741.2651800865801-1.96818008658009
40339.451441.2651800865801-1.81378008658009
40439.417341.2651800865801-1.84788008658009
40539.430541.2651800865801-1.83468008658009
40639.38441.2651800865801-1.88118008658009
40739.326141.2651800865801-1.93908008658009
40839.30141.2651800865801-1.96418008658009
40939.3541.2651800865801-1.91518008658009
41039.6441.2651800865801-1.62518008658009
41139.472341.2651800865801-1.79288008658009
41239.368541.2651800865801-1.89668008658009
41339.190641.2651800865801-2.07458008658008
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41539.132541.2651800865801-2.13268008658009
41639.114441.2651800865801-2.15078008658008
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41839.090841.2651800865801-2.17438008658009
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42038.91341.2651800865801-2.35218008658009
42138.965541.2651800865801-2.29968008658009
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42439.0741.2651800865801-2.19518008658009
42539.004641.2651800865801-2.26058008658008
42639.103841.2651800865801-2.16138008658009
42739.357241.2651800865801-1.90798008658009
42839.38841.2651800865801-1.87718008658009
42939.38241.2651800865801-1.88318008658009
43039.439841.2651800865801-1.82538008658009
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43339.276341.2651800865801-1.98888008658009
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44040.5541.2651800865801-0.71518008658009
44140.795541.2651800865801-0.469680086580091
44241.45641.26518008658010.190819913419915
44341.355741.26518008658010.0905199134199108
44441.37441.26518008658010.108819913419914
44541.223541.2651800865801-0.0416800865800866
44641.1541.2651800865801-0.115180086580089
44741.372541.26518008658010.107319913419914
44841.692341.26518008658010.427119913419915
44941.841.26518008658010.534819913419909
45041.804541.26518008658010.539319913419909
45141.6441.26518008658010.374819913419913
45241.3641.26518008658010.0948199134199115
45341.574541.26518008658010.309319913419912
45441.59341.26518008658010.327819913419916
45541.57541.26518008658010.309819913419915
45641.6841.26518008658010.414819913419912
45742.005541.26518008658010.74031991341991
45842.318841.26518008658011.05361991341992
45942.56541.26518008658011.29981991341991
46042.357541.26518008658011.09231991341991
46142.2941.26518008658011.02481991341991
46242.69541.26518008658011.42981991341991
46343.002841.26518008658011.73761991341991
46442.450741.26518008658011.18551991341991
46542.470541.26518008658011.20531991341991
46642.287541.26518008658011.02231991341991
46742.317241.26518008658011.05201991341991
46842.5541.26518008658011.28481991341991
46942.752341.26518008658011.48711991341991
47042.899341.26518008658011.63411991341991
47143.155541.26518008658011.89031991341992
47243.188541.26518008658011.92331991341991
47343.4341.26518008658012.16481991341991
47443.3141.26518008658012.04481991341991
47542.81541.26518008658011.54981991341991
47642.701741.26518008658011.43651991341991
47742.2841.26518008658011.01481991341991
47841.92241.26518008658010.656819913419909
47942.1741.26518008658010.904819913419914
48042.196241.26518008658010.93101991341991
48142.321541.26518008658011.05631991341991
48242.317341.26518008658011.05211991341992
48342.39141.26518008658011.12581991341991
48442.46341.26518008658011.19781991341991
48542.412541.26518008658011.14731991341991
48642.30441.26518008658011.03881991341991
48741.81341.26518008658010.547819913419914
48841.65141.26518008658010.385819913419915
48941.53941.26518008658010.273819913419914
49041.157541.2651800865801-0.107680086580089
49140.954541.2651800865801-0.310680086580085


Figures (Output of Computation)

Input Parameters & R Code

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