-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy patherrors.nb
More file actions
1175 lines (1151 loc) · 55.7 KB
/
errors.nb
File metadata and controls
1175 lines (1151 loc) · 55.7 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
(* Content-type: application/vnd.wolfram.mathematica *)
(*** Wolfram Notebook File ***)
(* http://www.wolfram.com/nb *)
(* CreatedBy='Mathematica 11.3' *)
(*CacheID: 234*)
(* Internal cache information:
NotebookFileLineBreakTest
NotebookFileLineBreakTest
NotebookDataPosition[ 158, 7]
NotebookDataLength[ 56892, 1167]
NotebookOptionsPosition[ 55232, 1129]
NotebookOutlinePosition[ 55586, 1145]
CellTagsIndexPosition[ 55543, 1142]
WindowFrame->Normal*)
(* Beginning of Notebook Content *)
Notebook[{
Cell[CellGroupData[{
Cell["Notebook to give Gaussian errors to data", "Title",
CellChangeTimes->{{3.8062204089912653`*^9,
3.80622041599069*^9}},ExpressionUUID->"c4b168f1-f8f0-4756-80a2-\
f0eb198e4b1b"],
Cell[CellGroupData[{
Cell[BoxData[{
RowBox[{"SetDirectory", "[",
RowBox[{"NotebookDirectory", "[", "]"}], "]"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"ps", "=",
RowBox[{"ReadList", "[",
RowBox[{"\"\<data/multidark/pk/linear_pofk_DM_z1.txt\>\"", ",",
RowBox[{"{",
RowBox[{"Number", ",", " ", "Number"}], "}"}]}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"nbody", "=",
RowBox[{"ReadList", "[",
RowBox[{"\"\<data/multidark/pk/pofk_z1.000.txt\>\"", ",",
RowBox[{"{",
RowBox[{
"Number", ",", " ", "Number", ",", " ", "Number", ",", "Number", ",",
"Number"}], "}"}]}], "]"}]}], ";"}]}], "Input",
CellChangeTimes->{{3.775467483891541*^9, 3.775467498431868*^9}, {
3.775467550507578*^9, 3.77546756972355*^9}, {3.775467695279804*^9,
3.775467737673953*^9}, {3.775468155577703*^9, 3.775468168734222*^9},
3.775468223143808*^9, 3.77546826248357*^9, {3.775961374868244*^9,
3.7759613874132433`*^9}, {3.775961462871848*^9, 3.7759614722281837`*^9}, {
3.7759618090834017`*^9, 3.77596181196914*^9}, {3.775962005743722*^9,
3.775962012564393*^9}, {3.775962113789274*^9, 3.775962126462194*^9},
3.775962277972055*^9, {3.77596240066081*^9, 3.7759624154197083`*^9}, {
3.801193481193952*^9, 3.8011935710715837`*^9}, {3.8011940147381277`*^9,
3.8011940216801662`*^9}, {3.801195809958856*^9, 3.801195841487132*^9}, {
3.80119741375493*^9, 3.801197416659287*^9}, {3.801198459355959*^9,
3.80119846333394*^9}, {3.8011988312778893`*^9, 3.8011988338918343`*^9}, {
3.801198993396044*^9, 3.801198996879589*^9}, {3.801225370187646*^9,
3.801225372734232*^9}, {3.8012256956486197`*^9, 3.801225698630975*^9}, {
3.806220224588482*^9, 3.806220262055766*^9}},
CellLabel->
"In[314]:=",ExpressionUUID->"d6b71ea2-2549-46bb-b47f-8106dd120519"],
Cell[BoxData["\<\"/Users/bbose/Desktop/HyPk\"\>"], "Output",
CellChangeTimes->{
3.775467572005041*^9, 3.775467618943515*^9, 3.7754677388744783`*^9,
3.775468021254566*^9, 3.775468156626157*^9, 3.775468224019848*^9,
3.775468263001814*^9, 3.7759613938512373`*^9, 3.775961473020808*^9,
3.77596175679327*^9, 3.77596181235644*^9, 3.775961910940922*^9, {
3.775962008137952*^9, 3.7759620129091253`*^9}, {3.7759621288548517`*^9,
3.775962142662012*^9}, 3.7759622250703773`*^9, 3.77596227993086*^9,
3.7759623446352177`*^9, {3.775962403195156*^9, 3.775962415818815*^9}, {
3.8011935348510942`*^9, 3.8011935634871607`*^9}, 3.801193921120936*^9, {
3.801194024029311*^9, 3.801194051927774*^9}, 3.8011957514981127`*^9, {
3.801195813496601*^9, 3.801195844467186*^9}, {3.8011973987845697`*^9,
3.801197417627945*^9}, 3.801197580024166*^9, {3.801198369324574*^9,
3.8011983856545486`*^9}, 3.8011984206451597`*^9, 3.801198463634902*^9, {
3.801198805903063*^9, 3.801198834382739*^9}, 3.801198955311446*^9,
3.801198997223291*^9, 3.80122530823332*^9, {3.8012253489294987`*^9,
3.801225373276268*^9}, 3.801225476570629*^9, {3.8012256989644423`*^9,
3.801225730161552*^9}, {3.806220252013823*^9, 3.806220282626745*^9}},
CellLabel->
"Out[314]=",ExpressionUUID->"02595ab5-104e-4bcd-a5cc-20014f829609"]
}, Open ]],
Cell[BoxData[{
RowBox[{
RowBox[{"pl", "=",
RowBox[{"Interpolation", "[",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"{",
RowBox[{
RowBox[{"ps", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"ps", "[",
RowBox[{"[",
RowBox[{"i", ",", "2"}], "]"}], "]"}]}], "}"}], ",",
RowBox[{"{",
RowBox[{"i", ",",
RowBox[{"1",
RowBox[{"Length", "[", "ps", "]"}]}]}], "}"}]}], "]"}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"kv1", "[", "kmax_", "]"}], ":=",
RowBox[{"Table", "[", " ",
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"{",
RowBox[{"i", ",", "1", ",", "kmax"}], "}"}]}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"p0", " ", "=",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"{",
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "3"}], "]"}], "]"}]}], "}"}], ",",
RowBox[{"{",
RowBox[{"i", ",",
RowBox[{"1",
RowBox[{"Length", "[", "nbody", "]"}]}]}], "}"}]}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"p2", " ", "=",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"{",
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "4"}], "]"}], "]"}]}], "}"}], ",",
RowBox[{"{",
RowBox[{"i", ",",
RowBox[{"1",
RowBox[{"Length", "[", "nbody", "]"}]}]}], "}"}]}], "]"}]}],
";"}]}], "Input",
CellChangeTimes->{{3.775467634213325*^9, 3.775467639536316*^9}, {
3.775467742123684*^9, 3.7754678156029463`*^9}, {3.7759622849038982`*^9,
3.7759622849945383`*^9}, {3.7759623470658484`*^9, 3.77596237405051*^9}, {
3.801193573467174*^9, 3.801193581896294*^9}, {3.801193688376115*^9,
3.8011936899237013`*^9}, {3.801198438661373*^9, 3.801198442992281*^9}},
CellLabel->
"In[317]:=",ExpressionUUID->"618c51d3-edfe-4e0f-ad4a-ba12b3e7ce2d"],
Cell[CellGroupData[{
Cell["\<\
z=1 growth factor and rate - --- see 1911.04391 for cosmology \
\>", "Subsubsection",
CellChangeTimes->{{3.775467655721314*^9, 3.775467656307919*^9}, {
3.806220317537513*^9,
3.8062203423438253`*^9}},ExpressionUUID->"f2b14af4-c663-4d30-bc80-\
71b0ae2d206d"],
Cell[BoxData[{
RowBox[{
RowBox[{"fl", "=", "0.8729"}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"Dl", "=", "0.6094"}], ";"}]}], "Input",
CellChangeTimes->{{3.801193677065832*^9, 3.801193682792177*^9}},
CellLabel->
"In[321]:=",ExpressionUUID->"96f1b97d-5c88-447e-a5c0-0f56f18d0f5f"]
}, Open ]],
Cell[CellGroupData[{
Cell["z=0.5 growth factor and rate ", "Subsubsection",
CellChangeTimes->{{3.775467666288669*^9, 3.775467667270495*^9}, {
3.806220328672638*^9,
3.806220330122401*^9}},ExpressionUUID->"4f584b92-857a-4fff-b1aa-\
617d913b663b"],
Cell[BoxData[{
RowBox[{
RowBox[{"fl", "=", "0.7549"}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"Dl", "=", "0.77114"}], ";"}]}], "Input",
CellChangeTimes->{{3.7754679865373707`*^9, 3.775467992232885*^9}, {
3.801193649720695*^9, 3.8011936607719*^9}},
CellLabel->
"In[119]:=",ExpressionUUID->"20b6d8ec-95f6-48f8-90ea-46180d0359cb"]
}, Open ]],
Cell[CellGroupData[{
Cell["\<\
Gaussian covariance - see for example Appendix C of 1006.0699\
\>", "Subsection",
CellChangeTimes->{{3.806220139365645*^9, 3.806220146579185*^9}, {
3.806220180748481*^9,
3.806220181861377*^9}},ExpressionUUID->"118911ac-c53b-495e-89af-\
968fbe35d5d4"],
Cell[BoxData[{
RowBox[{
RowBox[{
RowBox[{"kvals", "[", "kmax_", "]"}], ":=",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"{",
RowBox[{"i", ",", "1", ",", "kmax"}], "}"}]}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"deltk", "[", "kmax_", "]"}], ":=",
RowBox[{"Table", "[",
RowBox[{
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{
RowBox[{"i", "+", "1"}], ",", "1"}], "]"}], "]"}], "-",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}]}], ",",
RowBox[{"{",
RowBox[{"i", ",", "1", ",", "kmax"}], "}"}]}], "]"}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"ng", "=",
RowBox[{"2.2", "*",
RowBox[{"10", "^",
RowBox[{"(",
RowBox[{"-", "4"}], ")"}]}]}]}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"vs", "=",
RowBox[{"2500", "^", "3"}]}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"bl", "=", "2.77"}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"beta", "=", " ",
RowBox[{"fl", "/", "bl"}]}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"nk", "[", "kmax_", "]"}], ":=",
RowBox[{"4", "Pi", " ",
RowBox[{
RowBox[{"kvals", "[", "kmax", "]"}], "^", "2"}], "*", " ",
RowBox[{"deltk", "[", "kmax", "]"}], " ", "*",
RowBox[{"vs", "/",
RowBox[{
RowBox[{"(",
RowBox[{"2", "Pi"}], ")"}], "^", "3"}]}]}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{
RowBox[{"Plin", "[", "kmax_", "]"}], ":=",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"pl", "[",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], "]"}], ",",
RowBox[{"{",
RowBox[{"i", ",", "1", ",", "kmax"}], "}"}]}], "]"}]}], ";"}],
"\[IndentingNewLine]"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{
RowBox[{"Cov00", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"2", "/",
RowBox[{"nk", "[", "kmax", "]"}]}], "*",
RowBox[{"(",
RowBox[{
RowBox[{
RowBox[{"(",
RowBox[{"1", "+",
RowBox[{
RowBox[{"4", "/", "3"}], "beta"}], "+",
RowBox[{
RowBox[{"6", "/", "5"}],
RowBox[{"beta", "^", "2"}]}], "+",
RowBox[{
RowBox[{"4", "/", "7"}],
RowBox[{"beta", "^", "3"}]}], "+",
RowBox[{
RowBox[{"1", "/", "9"}],
RowBox[{"beta", "^", "4"}]}]}], ")"}], "*",
RowBox[{
RowBox[{"(",
RowBox[{
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}], ")"}], "^", "2"}]}], "+",
RowBox[{
RowBox[{"2", "/", "ng"}], "*",
RowBox[{"(",
RowBox[{"1", "+",
RowBox[{
RowBox[{"2", "/", "3"}], "beta"}], "+",
RowBox[{
RowBox[{"1", "/", "5"}],
RowBox[{"beta", "^", "2"}]}]}], ")"}], "*",
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}], "+",
RowBox[{"1", "/",
RowBox[{"ng", "^", "2"}]}]}], ")"}]}]}], ";"}],
"\[IndentingNewLine]"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{
RowBox[{"Cov02", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"2", "/",
RowBox[{"nk", "[", "kmax", "]"}]}], "*",
RowBox[{"(",
RowBox[{
RowBox[{
RowBox[{"(",
RowBox[{
RowBox[{
RowBox[{"8", "/", "3"}], "beta"}], "+",
RowBox[{
RowBox[{"24", "/", "7"}],
RowBox[{"beta", "^", "2"}]}], "+",
RowBox[{
RowBox[{"40", "/", "21"}],
RowBox[{"beta", "^", "3"}]}], "+",
RowBox[{
RowBox[{"40", "/", "99"}],
RowBox[{"beta", "^", "4"}]}]}], ")"}], "*",
RowBox[{
RowBox[{"(",
RowBox[{
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}], ")"}], "^", "2"}]}], "+",
RowBox[{
RowBox[{"2", "/", "ng"}], "*",
RowBox[{"(",
RowBox[{
RowBox[{
RowBox[{"4", "/", "3"}], "beta"}], "+",
RowBox[{
RowBox[{"4", "/", "7"}],
RowBox[{"beta", "^", "2"}]}]}], ")"}], "*",
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}]}], ")"}]}]}], ";"}],
"\[IndentingNewLine]"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{
RowBox[{"Cov22", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"2", "/",
RowBox[{"nk", "[", "kmax", "]"}]}], "*",
RowBox[{"(",
RowBox[{
RowBox[{
RowBox[{"(",
RowBox[{"5", "+",
RowBox[{
RowBox[{"220", "/", "21"}], "beta"}], "+",
RowBox[{
RowBox[{"90", "/", "7"}],
RowBox[{"beta", "^", "2"}]}], "+",
RowBox[{
RowBox[{"1700", "/", "231"}],
RowBox[{"beta", "^", "3"}]}], "+",
RowBox[{
RowBox[{"2075", "/", "1287"}],
RowBox[{"beta", "^", "4"}]}]}], ")"}], "*",
RowBox[{
RowBox[{"(",
RowBox[{
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}], ")"}], "^", "2"}]}], "+",
RowBox[{
RowBox[{"2", "/", "ng"}], "*",
RowBox[{"(",
RowBox[{"5", "+",
RowBox[{
RowBox[{"110", "/", "21"}], "beta"}], "+",
RowBox[{
RowBox[{"15", "/", "7"}],
RowBox[{"beta", "^", "2"}]}]}], ")"}], "*",
RowBox[{"bl", "^", "2"}], "*",
RowBox[{"Plin", "[", "kmax", "]"}]}], "+",
RowBox[{"5", "/",
RowBox[{"ng", "^", "2"}]}]}], ")"}]}]}], ";"}],
"\[IndentingNewLine]"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"DET", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{
RowBox[{"Cov00", "[", "kmax", "]"}], "*",
RowBox[{"Cov22", "[", "kmax", "]"}]}], "-",
RowBox[{
RowBox[{"Cov02", "[", "kmax", "]"}], "^", "2"}]}]}],
";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"Cov00i", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"Cov22", "[", "kmax", "]"}], "/",
RowBox[{"DET", "[", "kmax", "]"}]}]}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"Cov22i", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"Cov00", "[", "kmax", "]"}], "/",
RowBox[{"DET", "[", "kmax", "]"}]}]}], ";"}], "\[IndentingNewLine]",
RowBox[{
RowBox[{
RowBox[{"Cov02i", "[", "kmax_", "]"}], ":=",
RowBox[{
RowBox[{"-",
RowBox[{"Cov02", "[", "kmax", "]"}]}], "/",
RowBox[{"DET", "[", "kmax", "]"}]}]}], ";"}]}], "Input",
CellChangeTimes->{{3.775467848641629*^9, 3.77546788525257*^9}, {
3.801193693390565*^9, 3.801193696720766*^9}, {3.801193777248971*^9,
3.80119386768433*^9}, {3.80119406707729*^9, 3.801194071722537*^9}, {
3.801195758624579*^9, 3.801195782305274*^9}, {3.80119585090147*^9,
3.8011958525333223`*^9}, {3.801197404154188*^9, 3.801197425115592*^9}, {
3.8011983748466473`*^9, 3.8011983766378317`*^9}, {3.801198469096931*^9,
3.80119847073218*^9}, {3.801198811325181*^9, 3.801198839195264*^9}, {
3.801199002020671*^9, 3.80119900248328*^9}, {3.8012252839500313`*^9,
3.8012252843663187`*^9}, {3.801225378554196*^9, 3.801225378880631*^9}, {
3.8012254835910883`*^9, 3.801225488361065*^9}, {3.801225540498273*^9,
3.8012255424423037`*^9}, {3.801225704672995*^9, 3.801225707080194*^9}},
CellLabel->
"In[323]:=",ExpressionUUID->"56af54ee-4453-4d76-9e38-5af164611445"],
Cell[CellGroupData[{
Cell[BoxData[{
RowBox[{"multidata", "=",
RowBox[{"TableForm", "[",
RowBox[{"Table", "[",
RowBox[{
RowBox[{"{",
RowBox[{
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "1"}], "]"}], "]"}], ",",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "3"}], "]"}], "]"}], ",",
RowBox[{"nbody", "[",
RowBox[{"[",
RowBox[{"i", ",", "4"}], "]"}], "]"}], ",",
RowBox[{
RowBox[{"Cov00i", "[", "120", "]"}], "[",
RowBox[{"[", "i", "]"}], "]"}], ",",
RowBox[{
RowBox[{"Cov02i", "[", "120", "]"}], "[",
RowBox[{"[", "i", "]"}], "]"}], ",",
RowBox[{
RowBox[{"Cov22i", "[", "120", "]"}], "[",
RowBox[{"[", "i", "]"}], "]"}]}], "}"}], ",",
RowBox[{"{",
RowBox[{"i", ",", "1", ",", "120"}], "}"}]}], "]"}],
"]"}]}], "\[IndentingNewLine]",
RowBox[{
RowBox[{"Export", "[",
RowBox[{"\"\<data/multidark/pkerrs/p02_z1.dat\>\"", ",", "multidata"}],
"]"}], ";"}]}], "Input",
CellChangeTimes->{{3.775468046828741*^9, 3.775468140892535*^9}, {
3.775468233948967*^9, 3.775468234442375*^9}, 3.7754682717344017`*^9, {
3.775961784774094*^9, 3.7759618258483877`*^9}, {3.77596192829181*^9,
3.775962049263907*^9}, {3.7759622405593777`*^9, 3.7759622520253267`*^9}, {
3.775962315441154*^9, 3.775962315545196*^9}, {3.7759623809319897`*^9,
3.775962422202352*^9}, {3.8011939337276497`*^9, 3.8011939822065077`*^9}, {
3.801194077315383*^9, 3.801194077571239*^9}, {3.801195788361026*^9,
3.8011957887058573`*^9}, {3.801195856090968*^9, 3.8011958565311728`*^9}, {
3.8011974296735353`*^9, 3.8011974299648933`*^9}, {3.8011984297628317`*^9,
3.801198430565078*^9}, {3.801198474595047*^9, 3.801198474843727*^9}, {
3.801198844320056*^9, 3.801198844603335*^9}, {3.801199007073979*^9,
3.801199007381084*^9}, {3.8012253877978773`*^9, 3.801225388065291*^9}, {
3.801225738628744*^9, 3.801225738926386*^9}, {3.8062202910385942`*^9,
3.806220310698897*^9}},
CellLabel->
"In[340]:=",ExpressionUUID->"6a78a663-97ae-4fbf-bf66-3bdbf37c2e5b"],
Cell[BoxData[
TagBox[GridBox[{
{"0.002513264099999999897`18.400238127727526",
"47581.45534572706673999999999999999999997538`18.67743772141189",
"22746.79702700463166999999999999999999997516`18.356920252358908",
"4.86430352823906`*^-9",
RowBox[{"-", "5.554936330642424`*^-10"}], "7.931527411177961`*^-10"},
{"0.005026528100000000193`18.70126811475146",
"41149.50147940743044999999999999999999997545`18.614364578161805",
"18149.38153122466610999999999999999999997972`18.258861830355453",
"7.465780659874814`*^-9",
RowBox[{"-", "8.889039329890807`*^-10"}], "1.20449696934835`*^-9"},
{"0.00753979220000000009`18.877359376687156",
"78144.57592896393907999999999999999999999033`18.89289883871001",
"29179.34137809986713999999999999999999998252`18.46507548498427",
"1.0572270344987869`*^-8",
RowBox[{"-", "1.2757231966848402`*^-9"}], "1.6996587412523257`*^-9"},
{"0.01005305629999999999`18.002298114735467",
"73105.47205588809446999999999999999999999261`18.86394988577774",
"33118.15559009769639999999999999999999999023`18.520066142142205",
"1.4618365750858497`*^-8",
RowBox[{"-", "1.7744951597363246`*^-9"}], "2.3463762852744004`*^-9"},
{"0.01256632029999999942`18.099208125151506",
"101731.68130910299079999999999999999999994769`18.00745622209759",
"39700.65390504270180999999999999999999999739`18.598797660038002",
"2.0005850469707456`*^-8",
RowBox[{"-", "2.4353562872152716`*^-9"}], "3.2086597150886978`*^-9"},
{"0.01507958440000000018`18.178389372351138",
"79823.46357155406439999999999999999999998308`18.902130568065633",
"29123.88920109476384999999999999999999999719`18.464249370153055",
"2.7254060742890954`*^-8",
RowBox[{"-", "3.3214350812304184`*^-9"}], "4.369837974382663`*^-9"},
{"0.01759284850000000094`18.245336162804612",
"95863.14031578386492999999999999999999999589`18.98165165164803",
"38126.24826107697298999999999999999999998972`18.581224071476765",
"3.706237897008859`*^-8",
RowBox[{"-", "4.516850022513788`*^-9"}], "5.942446548511718`*^-9"},
{"0.02010611259999999997`18.303328110399445",
"95502.36728112060517999999999999999999997613`18.98001413686527",
"40131.46448032523039999999999999999999998686`18.603485008328885",
"5.036716205936874`*^-8",
RowBox[{"-", "6.133405658409071`*^-9"}], "8.077441977116575`*^-9"},
{"0.02261937660000000114`18.35448063140682",
"86639.04441432043676999999999999999999998477`18.937713653590993",
"32919.85045809973234999999999999999999997314`18.517457853716127",
"6.839681358373846`*^-8",
RowBox[{"-", "8.316747403965997`*^-9"}], "1.0973230215823815`*^-8"},
{"0.02513264070000000017`18.400238122543495",
"77790.76810905952879999999999999999999999337`18.890928059750735",
"31830.25157400963143999999999999999999997205`18.502840071130347",
"9.271726157812511`*^-8",
RowBox[{"-", "1.1251094974312164`*^-8"}], "1.4883245853115888`*^-8"},
{"0.0276459047999999992`18.441630808173",
"74506.16007878386880999999999999999999998752`18.872192181172803",
"28841.56104863976724999999999999999999999868`18.460018762859555",
"1.252475981157389`*^-7",
RowBox[{"-", "1.51601789145848`*^-8"}], "2.0118803485623917`*^-8"},
{"0.03015916880000000036`18.47941936801512",
"70382.20944700429390999999999999999999999008`18.847462896139138",
"26800.4246871208015399999999999999999999945`18.42814167603669",
"1.6822384491084253`*^-7",
RowBox[{"-", "2.0301893799642266`*^-8"}], "2.704361696291923`*^-8"},
{"0.03267243289999999939`18.51418147471741",
"66429.04387943039182999999999999999999998218`18.82235800163806",
"26199.28592779506652999999999999999999998228`18.418289454608125",
"2.2407735855322269`*^-7",
RowBox[{"-", "2.6953002633730166`*^-8"}], "3.6054469485265904`*^-8"},
{"0.03518569700000000189`18.546366158468594",
"60921.04611052560357999999999999999999999871`18.784767352249823",
"23522.9293999139626999999999999999999999948`18.371491405116572",
"2.952378743896289`*^-7",
RowBox[{"-", "3.5385529671215975`*^-8"}], "4.754948946832913`*^-8"},
{"0.03769896100000000305`18.576329381023175",
"56097.95611028069833999999999999999999998197`18.7489470383293",
"21321.4634752996680599999999999999999999779`18.328817010740742",
"3.838546780460065`*^-7",
RowBox[{"-", "4.583456394658026`*^-8"}], "6.188280617947245`*^-8"},
{"0.04021222509999999861`18.60435810498342",
"56471.66890798573148999999999999999999999213`18.75183062263716",
"21270.89374791606678999999999999999999999902`18.32778573821648",
"4.913397696056949`*^-7",
RowBox[{"-", "5.8446875003121`*^-8"}], "7.928977617812829`*^-8"},
{"0.04272548920000000111`18.630687044023418",
"51597.31188361189560999999999999999999999031`18.71262707634574",
"19523.74485761106915999999999999999999997405`18.290563123525786",
"6.185847983813934`*^-7",
RowBox[{"-", "7.330848908822093`*^-8"}], "9.992136482985444`*^-8"},
{"0.04523875329999999667`18.655510628030804",
"48242.34542921183310999999999999999999997306`18.683428414020216",
"18348.51290401646473999999999999999999999594`18.26360087165347",
"7.658497172887978`*^-7",
RowBox[{"-", "9.043390895054818`*^-8"}], "1.2382530726959655`*^-7"},
{"0.04775201729999999783`18.678991723223483",
"45747.56683241147401999999999999999999999312`18.660368000274417",
"17516.26629183616386999999999999999999999421`18.24344153895192",
"9.314087697358245`*^-7",
RowBox[{"-", "1.0961497410412079`*^-7"}], "1.5072409371194643`*^-7"},
{"0.05026528140000000033`18.701268118207476",
"43693.95426088839303999999999999999999998358`18.64042134972156",
"16610.74029467023137999999999999999999998106`18.22038898818444",
"1.113197774284926`*^-6",
RowBox[{"-", "1.3061151516884558`*^-7"}], "1.8028268761434291`*^-7"},
{"0.05277854550000000283`18.722457417524275",
"41845.95748076673043999999999999999999998703`18.62165350943573",
"15644.02984536483381999999999999999999999921`18.194348635819143",
"1.3117786388472768`*^-6",
RowBox[{"-", "1.5348308351717202`*^-7"}], "2.1259432808473292`*^-7"},
{"0.05529180949999999706`18.742660803051518",
"41740.29277474599802999999999999999999998265`18.620555490968314",
"15687.07576613616583999999999999999999998179`18.195541994129186",
"1.527912999536624`*^-6",
RowBox[{"-", "1.783110906139723`*^-7"}], "2.477851566852524`*^-7"},
{"0.05780507359999999956`18.76196595848596",
"39481.88773660786682999999999999999999999605`18.596397909296297",
"15195.30162664770068999999999999999999998676`18.18170932524443",
"1.7622088358034624`*^-6",
RowBox[{"-", "2.0515917584766107`*^-7"}], "2.859563385092414`*^-7"},
{"0.06031833770000000206`18.780449364399104",
"39677.04592430343472999999999999999999997658`18.598539330152196",
"14781.73873304080006999999999999999999998023`18.169725521863406",
"2.018295462921929`*^-6",
RowBox[{"-", "2.3442513340547027`*^-7"}], "3.2770552899185715`*^-7"},
{"0.06283160170000000322`18.798178130869935",
"36890.17277128509885999999999999999999997283`18.566910689204576",
"13408.04684662020008999999999999999999997479`18.12736551867829",
"2.3023247434948375`*^-6",
RowBox[{"-", "2.6677984576880954`*^-7"}], "3.7404697946632313`*^-7"},
{"0.06534486579999999878`18.815211470381392",
"36108.57349690623231999999999999999999997818`18.557610331554514",
"13231.83918263976556999999999999999999999214`18.12162021390462",
"2.6220932261698217`*^-6",
RowBox[{"-", "3.03065608477043`*^-7"}], "4.2626888502632123`*^-7"},
{"0.06785812989999999434`18.831601886766485",
"35800.69841748833277999999999999999999999323`18.55389149915512",
"13040.92847092983174999999999999999999999596`18.11530851282587",
"2.9875409817127504`*^-6",
RowBox[{"-", "3.443462557547172`*^-7"}], "4.860171202027496`*^-7"},
{"0.07037139400000000378`18.847396154132575",
"34187.01069118946906999999999999999999999432`18.533861127790498",
"12260.67881327476606999999999999999999997854`18.088514515590095",
"3.4112518771485404`*^-6",
RowBox[{"-", "3.919544264332259`*^-7"}], "5.553802641433598`*^-7"},
{"0.07288465800000000494`18.862636120263694",
"33683.70659641573001999999999999999999997446`18.52741987575508",
"12108.24306275799789999999999999999999999746`18.083081130467143",
"3.907598438746688`*^-6",
RowBox[{"-", "4.473883445505128`*^-7"}], "6.367520873709145`*^-7"},
{"0.0753979221000000005`18.87735937726316",
"32353.71752997356815999999999999999999997933`18.50992418948679",
"11875.33677537516632999999999999999999998595`18.07464593472749",
"4.492763230139052`*^-6",
RowBox[{"-", "5.123036183368954`*^-7"}], "7.328387354867478`*^-7"},
{"0.07791118619999999606`18.891599816544996",
"30399.48554190740105999999999999999999999773`18.48286623399687",
"10986.34215540393233999999999999999999998677`18.040853120435383",
"5.184017404498897`*^-6",
RowBox[{"-", "5.884240121592864`*^-7"}], "8.46543433600764`*^-7"},
{"0.08042445019999999722`18.9053881006474",
"30386.48782922403187999999999999999999998812`18.48268050578792",
"10881.90761531029965999999999999999999998035`18.03670503453338",
"5.999531183637621`*^-6",
RowBox[{"-", "6.775108737763103`*^-7"}], "9.80938643797137`*^-7"},
{"0.08293771430000000666`18.91875206236902",
"27707.19016378993182999999999999999999998855`18.442592485427298",
"10231.73167162590106999999999999999999997721`18.009949142195747",
"6.956957761563113`*^-6",
RowBox[{"-", "7.812049967570028`*^-7"}], "1.1390338135549239`*^-6"},
{"0.08545097840000000222`18.9317170396874",
"26694.92865427703145999999999999999999997985`18.42642876448611",
"9766.30729600026643299999999999999999999887`18.98973038520078",
"8.07271967026979`*^-6",
RowBox[{"-", "9.009507167150009`*^-7"}], "1.3236569639084434`*^-6"},
{"0.08796424240000000339`18.944306166646914",
"25888.58825111596888999999999999999999999079`18.413108368261565",
"9993.9557947607991079999999999999999999981`18.999737424140598",
"9.36064912940905`*^-6",
RowBox[{"-", "1.037860609948696`*^-6"}], "1.537225917061407`*^-6"},
{"0.09047750649999999895`18.956540623214785",
"24469.60368232520340999999999999999999997498`18.388626935433805",
"9094.26856250696619099999999999999999999979`18.95876777519267",
"0.000010828975742245818`",
RowBox[{"-", "1.1924245760970524`*^-6"}], "1.7812385054939917`*^-6"},
{"0.09299077059999999451`18.968439846657194",
"23527.53056444629691999999999999999999997748`18.371576346278662",
"8930.41512026380041799999999999999999999969`18.950871647046405",
"0.000012478348583704924`",
RowBox[{"-", "1.3643470616527987`*^-6"}], "2.0559280581669964`*^-6"},
{"0.09550403470000000394`18.980021719342204",
"22217.78958351920300999999999999999999998883`18.346700849409896",
"8225.4930206553672179999999999999999999982`18.915161938200505",
"0.000014297962260199135`",
RowBox[{"-", "1.552213071639733`*^-6"}], "2.3595940356608906`*^-6"},
{"0.09801729870000000511`18.991302729437074",
"21449.80296341466600999999999999999999997894`18.331423307136372",
"8216.56705319693355699999999999999999999964`18.91469040376063",
"0.00001626706841108318`",
RowBox[{"-", "1.753707253354692`*^-6"}], "2.6888326073173818`*^-6"},
{"0.1005305628000000007`18.002298113871458",
"20745.51376547649851999999999999999999998032`18.316924194660224",
"7987.13823795466669299999999999999999999889`18.902391201079695",
"0.000018355399132584124`",
RowBox[{"-", "1.9657095793990336`*^-6"}], "3.0385895583295094`*^-6"},
{"0.1030438268999999962`18.013021979389674",
"19573.39069219976590999999999999999999997397`18.291666064869005",
"7841.38542374583357699999999999999999999804`18.8943928010431",
"0.000020526730717941396`",
RowBox[{"-", "2.1846762433383638`*^-6"}], "3.402750822952235`*^-6"},
{"0.1055570908999999974`18.023487412776824",
"18940.78344548553286999999999999999999998668`18.277397938712365",
"7102.19291928079928799999999999999999999936`18.85139246501448",
"0.000022750016493454278`",
RowBox[{"-", "2.4077014851915286`*^-6"}], "3.776030916767792`*^-6"},
{"0.1080703550000000068`18.0337065780829",
"18268.93142924563653999999999999999999998521`18.26171314571302",
"6924.78619040603371099999999999999999999942`18.840406368673623",
"0.000024998873985556385`",
RowBox[{"-", "2.6324184200413355`*^-6"}], "4.153903341323882`*^-6"},
{"0.1105836191000000024`18.04369079910823",
"18015.99546764963087999999999999999999999545`18.255658263914203",
"6832.33005321923246799999999999999999999799`18.83456883789605",
"0.000027263838231975228`",
RowBox[{"-", "2.8580986662816353`*^-6"}], "4.534702604202912`*^-6"},
{"0.1130968831000000036`18.05345063612684",
"17897.42057357899829999999999999999999998181`18.252790443751813",
"6714.66041739593401899999999999999999999854`18.82702405385056",
"0.000029548086413508807`",
RowBox[{"-", "3.085183458382832`*^-6"}], "4.918919994375993`*^-6"},
{"0.1156101471999999991`18.06299595414994",
"17286.12747471526744999999999999999999999449`18.2376977113345",
"6546.29000148826617099999999999999999999881`18.815995240699507",
"0.000031869841860398324`",
RowBox[{"-", "3.3154654299024756`*^-6"}], "5.309627536474541`*^-6"},
{"0.1181234112999999947`18.07233598051598",
"16858.89062974790067999999999999999999997472`18.2268289932288",
"6126.95170571230028099999999999999999999984`18.787244457119073",
"0.00003426017759249044`",
RowBox[{"-", "3.5518533533155447`*^-6"}], "5.712114194271521`*^-6"},
{"0.1206366754000000041`18.081479360063085",
"16995.66584817523470999999999999999999997223`18.230338183836622",
"6271.1941948339999729999999999999999999982`18.79735024941815",
"0.00003676080682424092`",
RowBox[{"-", "3.798147460091291`*^-6"}], "6.133515814233868`*^-6"},
{"0.1231499394000000053`18.090434202466216",
"16378.80471236269840999999999999999999997878`18.214282204764675",
"6091.1032763229331979999999999999999999993`18.784695963145637",
"0.00003942377285326697`",
RowBox[{"-", "4.058989659871302`*^-6"}], "6.582769359671218`*^-6"},
{"0.125663203499999987`18.099208126879514",
"16072.33916282886638999999999999999999999823`18.206079088435995",
"5980.470205566300136999999999999999999998`18.77673533108788",
"0.000042308851266900336`",
RowBox[{"-", "4.339599461021967`*^-6"}], "7.070177777573316`*^-6"},
{"0.1281764676000000103`18.10780829874308",
"15516.19644208933459999999999999999999997836`18.19078526932808",
"5669.58091960166711899999999999999999999729`18.753550958181982",
"0.00004548412048763341`",
RowBox[{"-", "4.645787799332128`*^-6"}], "7.607520510175955`*^-6"},
{"0.1306897315999999976`18.116241466045373",
"15246.66333189149917999999999999999999998268`18.18317481056148",
"5444.2590348102003189999999999999999999998`18.73593878051226",
"0.00004901890365741162`",
RowBox[{"-", "4.9832802966657585`*^-6"}], "8.206857388660836`*^-6"},
{"0.1332029956999999931`18.12451399211168",
"15052.06424380459975999999999999999999999819`18.177596063266638",
"5337.83420709686743099999999999999999999825`18.72736508049286",
"0.000052982981376342836`",
RowBox[{"-", "5.357607009607789`*^-6"}], "8.880406870709546`*^-6"},
{"0.1357162597999999887`18.132631882430466",
"14691.70912679273168999999999999999999997859`18.167072321396688",
"5326.72537528156681199999999999999999999896`18.726460306870386",
"0.000057442605161399246`",
RowBox[{"-", "5.773715036013436`*^-6"}], "9.63987200787681`*^-6"},
{"0.1382295238000000037`18.14060081188065",
"14420.04557300603482999999999999999999999886`18.15896663292667",
"5208.68940555040080699999999999999999999877`18.71672846119979",
"0.00006245637710253354`",
RowBox[{"-", "6.2355934143039104`*^-6"}], "0.000010495735123388185`"},
{"0.1407427878999999993`18.14842614948798",
"14039.47756416756601999999999999999999999611`18.14735094716554",
"5118.52012076053415499999999999999999999845`18.70914441482571",
"0.00006807075776328588`",
RowBox[{"-", "6.745902659340078`*^-6"}], "0.00001145647577434319`"},
{"0.1432560519999999948`18.156112978246306",
"13604.93518352413411999999999999999999998439`18.133696477059924",
"4897.3912456730331539999999999999999999993`18.68996480057724",
"0.00007432043004837928`",
RowBox[{"-", "7.306056503577005`*^-6"}], "0.00001252861614107833`"},
{"0.1457693160000000099`18.163666115927676",
"12950.53587527486706999999999999999999999211`18.112287739294477",
"4707.17467247863260099999999999999999999752`18.672760314279856",
"0.00008122469820579608`",
RowBox[{"-", "7.915997528475767`*^-6"}], "0.000013716069533482734`"},
{"0.1482825801000000054`18.171090134097778",
"12483.49711239326824999999999999999999998969`18.09633626514296",
"4384.78227069733293299999999999999999999707`18.64194803305386",
"0.00008878006442027626`",
RowBox[{"-", "8.573712508299715`*^-6"}], "0.00001501880540681532`"},
{"0.150795844200000001`18.178389372927143",
"12214.71760733149857999999999999999999998181`18.086883430949626",
"4623.93146673613318899999999999999999999909`18.665011388596103",
"0.00009695916709925359`",
RowBox[{"-", "9.27532790368252`*^-6"}], "0.00001643260289444291`"},
{"0.1533091082999999966`18.18556795763925",
"11897.3510535441655499999999999999999999791`18.075450276443792",
"4524.75994286029981599999999999999999999789`18.655595543042516",
"0.00010570082597049168`",
RowBox[{"-", "0.000010014536684293531`"}], "0.000017947235536831907`"},
{"0.1558223723000000116`18.192629811930267",
"11622.86593941759928999999999999999999999287`18.065313228588654",
"4375.25016107336614399999999999999999999903`18.641002889465252",
"0.000114914157285341`",
RowBox[{"-", "0.00001078317543430827`"}], "0.000019547108115923475`"},
{"0.1583356364000000072`18.19957867196965",
"11285.86390792466590999999999999999999999117`18.052534808968428",
"4274.557871909866661999999999999999999999`18.630891201235016",
"0.0001244857169856496`",
RowBox[{"-", "0.00001157196826593449`"}], "0.000021212448617856818`"},
{"0.1608489005000000027`18.206418096581384",
"10968.60070702103257999999999999999999997889`18.0401512270295",
"4174.29625653816674499999999999999999999764`18.620583268403117",
"0.00013428732644132023`",
RowBox[{"-", "0.000012371224174321415`"}], "0.00002292065362849656`"},
{"0.16336216449999999`18.21315147905343",
"10687.10520558850111999999999999999999997615`18.028860084676463",
"3923.37317222613319199999999999999999999945`18.593659618078778",
"0.0001441884235034678`",
RowBox[{"-", "0.000013171753676588261`"}], "0.00002464847261487622`"},
{"0.1658754286000000133`18.219782058033",
"10612.86924672233180999999999999999999998226`18.02583281364299",
"4051.87238738563382899999999999999999999933`18.60765575891752",
"0.00015408327174453037`",
RowBox[{"-", "0.000013966709254631007`"}], "0.000026376878096155585`"},
{"0.1683886927000000089`18.226312925270115",
"10377.02019771283266999999999999999999997864`18.016072662040635",
"3823.5445523380330999999999999999999999976`18.58246615499882",
"0.00016390859550140005`",
RowBox[{"-", "0.000014752575194769751`"}], "0.000028094289534324212`"},
{"0.1709019566999999962`18.232747035097262",
"9949.90091305670102899999999999999999999917`18.997818755808343",
"3824.39862538780062099999999999999999999792`18.582563153421944",
"0.000173636387829535`",
RowBox[{"-", "0.00001552838820674737`"}], "0.00002979538364479071`"},
{"0.1734152207999999917`18.23908721320562",
"9845.37395207413283099999999999999999999718`18.993232216384545",
"3708.28516412140015699999999999999999999962`18.56917312365003",
"0.00018327870758503076`",
RowBox[{"-", "0.000016295874040967216`"}], "0.000031482015030396674`"},
{"0.1759284848999999873`18.245336162557756",
"9660.03982062343311599999999999999999999822`18.984978916668226",
"3592.75631466903359999999999999999999999796`18.55542776137844",
"0.00019289205342115051`",
RowBox[{"-", "0.000017059587184547808`"}], "0.000033164050395184204`"},
{"0.1784417490000000106`18.25149647133559",
"9552.82218142546662399999999999999999999737`18.980131693757013",
"3537.20408677703335299999999999999999999753`18.5486601181139",
"0.00020255723882910907`",
RowBox[{"-", "0.000017825443922739554`"}], "0.00003485580177675892`"},
{"0.1809550129999999979`18.257570618878766",
"9487.76357330266728199999999999999999999768`18.97716385391971",
"3468.92699693583335799999999999999999999953`18.54019516027402",
"0.00021238096079816333`",
RowBox[{"-", "0.00001860079010356236`"}], "0.00003657631965052742`"},
{"0.1834682770999999935`18.263560982640282",
"9345.89178845613241699999999999999999999895`18.970620748232438",
"3323.07430513999997899999999999999999999759`18.521540052368536",
"0.00022249655376861035`",
RowBox[{"-", "0.000019394401764921514`"}], "0.00003834954424913803`"},
{"0.185981541199999989`18.269469842321175",
"9148.87062463203255899999999999999999999841`18.96136748622354",
"3274.78050761399981599999999999999999999841`18.51518219668611",
"0.00023305784115364915`",
RowBox[{"-", "0.000020216023478433052`"}], "0.0000402032201063417`"},
{"0.1884948052000000041`18.275299385819995",
"8948.65925103480003599999999999999999999832`18.951757971238195",
"3239.2841058881335809999999999999999999984`18.51044904007825",
"0.00024422613257098186`",
RowBox[{"-", "0.000021075463888058233`"}], "0.00004216657709207786`"},
{"0.1910080692999999996`18.281051714778815",
"8827.94260277310058899999999999999999999732`18.945859500817217",
"3187.7591102287001379999999999999999999982`18.503485495581312",
"0.00025617693601831396`",
RowBox[{"-", "0.00002198295231068377`"}], "0.000044271563385814465`"},
{"0.1935213333999999952`18.28672884773842",
"8675.30892462970041399999999999999999999816`18.938284948808526",
"3060.63699923236663399999999999999999999918`18.48581182401786",
"0.00026907216995946184`",
RowBox[{"-", "0.000022947291184598954`"}], "0.000046547861647769356`"},
{"0.1960345974000000102`18.292332725101055",
"8476.87128411040066599999999999999999999894`18.92823558872237",
"2940.45473203013352799999999999999999999851`18.46841449787482",
"0.00028304737107218657`",
RowBox[{"-", "0.000023975043019611866`"}], "0.000049020582036243395`"},
{"0.1985478615000000058`18.29786521376832",
"8376.2549626251002339999999999999999999987`18.923049888247665",
"2896.95542080276709399999999999999999999836`18.461941812204685",
"0.0002982277197629278`",
RowBox[{"-", "0.000025071530204429095`"}], "0.00005171315719749588`"},
{"0.2010611256000000013`18.30332810953544",
"8232.00298554856817599999999999999999999864`18.91550551926252",
"2847.92376919939988499999999999999999999713`18.45452836029518",
"0.00031466777256616087`",
RowBox[{"-", "0.000026237258358427893`"}], "0.00005463639187399571`"},
{"0.2035743896999999969`18.308723141486148",
"8020.87434329350071499999999999999999999854`18.904221712644564",
"2797.47398769753317499999999999999999999725`18.446766056933384",
"0.00033240210452657157`",
RowBox[{"-", "0.00002747119888283175`"}], "0.00005779757238439267`"},
{"0.2060876537000000119`18.314051974842922",
"7884.16776794500037799999999999999999999924`18.89675585709872",
"2736.83119101619968199999999999999999999902`18.437248010756452",
"0.0003514168384132758`",
RowBox[{"-", "0.000028769301215797763`"}], "0.00006119522738773382`"},
{"0.2086009178000000075`18.319316214898752",
"7739.15611951083337799999999999999999999946`18.88869360763117",
"2657.28335009859983999999999999999999999958`18.424437866349734",
"0.000371655951624461`",
RowBox[{"-", "0.000030125168864042832`"}], "0.00006482017493160275`"},
{"0.2111141819000000031`18.32451740864652",
"7568.13419052883273299999999999999999999927`18.878988823934108",
"2712.67926977916658899999999999999999999787`18.433398448535193",
"0.00039302811069712385`",
RowBox[{"-", "0.00003153075332260137`"}], "0.00006865667020259998`"},
{"0.2136274458999999903`18.329657048156143",
"7390.56203885050035799999999999999999999795`18.86867746695908",
"2689.03372216626667099999999999999999999876`18.429596248582133",
"0.0004154066667578219`",
RowBox[{"-", "0.0000329766403919638`"}], "0.0000726823118300497`"},
{"0.2161407100000000137`18.33473657374688",
"7214.19370714320029899999999999999999999777`18.858187799309484",
"2510.65289269389995799999999999999999999752`18.399786674000122",
"0.00043864079749314337`",
RowBox[{"-", "0.00003445289364873164`"}], "0.00007687000786881079`"},
{"0.2186539741000000092`18.33975737518198",
"7229.20096878546701199999999999999999999868`18.859090298121075",
"2536.99804364056672099999999999999999999791`18.40432013232365",
"0.0004625284031151694`",
RowBox[{"-", "0.00003594788161881732`"}], "0.00008118291081592311`"},
{"0.2211672380999999965`18.34472079457585",
"6987.8723890609335289999999999999999999997`18.844344965396083",
"2441.09607973226638899999999999999999999871`18.387584873262487",
"0.00048690045706813564`",
RowBox[{"-", "0.00003745269540910163`"}], "0.00008558993590843744`"},
{"0.2236805021999999921`18.349628129130164",
"6894.39632386763332799999999999999999999926`18.838496245176003",
"2358.21300804833344999999999999999999999998`18.372583030632658",
"0.0005115376890871934`",
RowBox[{"-", "0.00003895692719314885`"}], "0.00009005038962785912`"},
{"0.2261937662999999876`18.354480631982824",
"6717.82943399983287199999999999999999999923`18.827228972888637",
"2366.58530489439999699999999999999999999711`18.374122163474294",
"0.0005362948921609893`",
RowBox[{"-", "0.000040454638290966864`"}], "0.00009453701354149028`"},
{"0.2287070304000000109`18.35927951492156",
"6621.16527525586570799999999999999999999978`18.82093442872647",
"2367.96433893340008599999999999999999999741`18.374375157712596",
"0.0005610171918649986`",
RowBox[{"-", "0.000041940045176495555`"}], "0.00009902055889323449`"},
{"0.2312202943999999982`18.36402594981392",
"6519.68905558126698499999999999999999999991`18.814226883359918",
"2249.26052540909995499999999999999999999908`18.352039761435943",
"0.0005856215046833142`",
RowBox[{"-", "0.000043411075556562405`"}], "0.00010348500132175025`"},
{"0.2337335584999999938`18.368721071078852",
"6386.54655752073358599999999999999999999808`18.805266082502538",
"2202.15084006923325399999999999999999999823`18.342847063394178",
"0.0006100664335997038`",
RowBox[{"-", "0.000044867625654795654`"}], "0.00010792205626739813`"},
{"0.2362468225999999893`18.37336597617996",
"6321.56438108106613099999999999999999999864`18.80082456530758",
"2204.89627734573332399999999999999999999746`18.34338816421841",
"0.0006343617992012083`",
RowBox[{"-", "0.000046311743347961585`"}], "0.00011233303380622431`"},
{"0.2387600866000000044`18.377961727741397",
"6207.75586797803407499999999999999999999971`18.792934629114374",
"2049.38219073373329599999999999999999999795`18.311622957839244",
"0.0006585827563816089`",
RowBox[{"-", "0.000047747994357573943`"}], "0.00011673155526652073`"},
{"0.2412733506999999999`18.382509355547068",
"6091.14654337120009599999999999999999999958`18.78469904806683",
"2062.84123705696674699999999999999999999717`18.31446580454934",
"0.0006828441292452815`",
RowBox[{"-", "0.000049182183182511394`"}], "0.00012113881022687247`"},
{"0.2437866147999999955`18.387009856827557",
"6047.29049244356701799999999999999999999958`18.781560831221302",
"2042.40869908886656999999999999999999999717`18.31014265156032",
"0.0007073134529022402`",
RowBox[{"-", "0.000050621784203886976`"}], "0.0001255860361905516`"},
{"0.2462998788000000105`18.391464198130198",
"5983.62787735276651799999999999999999999743`18.776964576862174",
"1965.1159056111664539999999999999999999991`18.29338817083503",
"0.0007322106072327491`",
RowBox[{"-", "0.00005207578904733034`"}], "0.00013011449349515985`"},
{"0.2488131429000000061`18.395873317088682",
"5814.02089364073344799999999999999999999756`18.764476588145897",
"1902.49378222700011099999999999999999999737`18.27932324607393",
"0.0007577382248328976`",
RowBox[{"-", "0.00005355187430425146`"}], "0.00013476240100976353`"},
{"0.2513264069999999739`18.400238122543495",
"5768.52338552023229599999999999999999999739`18.761064657594048",
"1831.63002994853309199999999999999999999714`18.262837755260787",
"0.0007841869691631988`",
RowBox[{"-", "0.00005506045751698588`"}], "0.00013958477170802897`"},
{"0.2538396710999999972`18.404559496377466",
"5686.72913452930060899999999999999999999801`18.754862542797486",
"1872.88437673853331899999999999999999999908`18.272510966860338",
"0.0008117140414107498`",
RowBox[{"-", "0.000056606158204778176`"}], "0.0001446116811846771`"},