TIInterActive File Nogle nyttige funktioner i forbindelse med chi2-test af uafhngighed:
Teori:
Chi2-testet for uafhngighed bygger p en krydstabel, hvor man noterer hyppighederne for observationer af to variable, fx kn og forbrug. Nr man skal regne p denne krydstabel vil det vre nyttigt med kommandoer, der kan udregne rkketotaler, sjletotaler og den samlede total (summen af alle hyppighederne). De kan fx se sledes ud:
Vi kan fx se p eksemplet med kn og tjforbrug:
Eksempel 1: (side 4 i kursusmaterialet)
Hyppighedsmatricen for observationerne ser s sledes ud:
Rkketotaler, sjletotaler og den samlede total findes nu nemt:
Lg mrke til at bde rkketotaler og sjletotaler udregnes som lister. Lg ogs mrke til at vi kun fr de rene tal - kategorierne skal vi selv holde styr p!
Vi fr ogs brug for en kommando til at udrenge de forventede vrdier som en krydstabel, der kan sammenlignes med de observerede vrdier. Den er vi desvrre ndt til at pakke ind i en bruger defineret funktion, de TI-Interactive ikke understtter en generel kommando til konstruktion af matricer ud fra en formel:
I vores tilflde finder vi sledes:
Tilbage er der s blot kommandoen til udregning af chi2-vrdien for uafhngighedstestet:
Dermed er alle kommandoerne p plads til at selv at udfre et chi2-test manuelt. Kommandoerne samles da i en lille pakke, der indleder dokumentet med udregningerne, se appendiks for illustration af princippet. I den forbindelse skal man selvflgelig kun benytte de to sidste kommandoer, men de bygger p de foregende, s alle kommandoerne skal med!
Eksperiment
For at kune simulere nulhypotesen er vi ndt til at opbygge lister for rdata. Det sker igen ved hjlp af en brugerdefineret funktion FreqToList, der omdanner en hyppighedsliste til en liste md rdata. Selve dataene kodes som tal, der svarer til de enkelte kategorier, dvs. 1 for den frste kategori, 2 for den anden kategori osv.
Fx finder vi:
Her bestr listen alts af 200 stykker 1-taller og 160 stykker 2-taller. Slr vi op i den oprindelige krydstabel ser vi at rkkerne svarer til Kn og at 1-tallet derfor str for Kvinde, mens 2-tallet str for Mand.
Tilsvarende finder vi:
Denne gang er der alts 158 stykker 1-taller og 202 stykker 2-taller. Da sjlerne svarer til forbrug svarer 1-tallet til et lavt forbrug, mens 2-tallet svarer til et hjt forbrug. Som sdvanlig skal vi alts selv holde styr p kategorierne!
Den modsatte kommando ser sledes ud:
Vi fr ogs brug for en omrringskommando. Den bygger p en meget simpel ide! I et regneark kan man dels opskrive de to lister, der er p spil, dvs. listen for Koen og listen for Forbrug. Dertil tilfjer vi en liste over 360 tilfldige tal mellem 0 og 1. Denne liste str alts i en helt tilfldig rkkeflge. Hvis vi nu sorterer denne tilfldige liste efter rkke flge fra mindst til strst vil vi derfor netop udfre en tilfldig permuation. Men denne sortering kan vi jo s udstrkke til netop en af variablene, her Koen, der dermed omrres!
Listen random er defineret ved en sequens-kommando:
rand(360)
Derefter er den kopieret over i listen Test, som vi derfor kan f lov at sortere. Ved at markere begge listerne Test og Koen, kan vi efterflgende sortere dem som vist!
Skal vi udfre mange omrringer er vi selvflgelig i praksis ndt til at pakke omrringen ind i en brugerdefineret funktion:
Men inden vi gr videre indfrer vi lige en kommando, der tager to lister svarende til rdata for de to kategorier og rekonstruerer krydstabellen!
Tilsidst kommer simuleringen. Det er en temmelig indviklet brugerdefineret funktion, der tager den observerede matrix, trkker rkketotaler og sjetotaler ud som hyppighedslister, omdanner dem til rdata, omrrer den ene af listerne med rdata og derefter rekonstruerer krydstabellen hrende til de omrrte data:
Hver gang vi udfrer kommandoen simul(obs), fr vi alts en ny tilfldig krydstabel med de samme rkketotaler og sjletotaler som den oprindelige krydstabel.
Vi kan nu simulere med omrring!
P denne side har vi samlet pakken med nyttige matrix-kommandoer, s den kan kopieres ind i et nyt dokument til brug for chi2-test af uafhngighed!
Teori:
Kommandoerne rowTotal(Matrix ), colTotal(Matrix) og grandTotal(Matrix) udregner listerne for rkketotalerne, sjletotalerne og den samlede total hrende til en krydstabel Matrix for de observerede hyppigheder:
Kommandoen Expected(obs) omdanner krydstabellen obs for de observerede hyppigheder til en krydstabel for de forventede hyppigheder:
Kommandoen chiInd(obsMatrix, expMatrix) udregner chi2-testvrdien for et par bestende af en observeret krydstabel obsMatrix og den tilhrende forventede krydstabel expMatrix:
Eksperiment:
Kommandoen FreqToList( FreqList) omdanner en liste over hyppigheder FreqList til en liste over rdata reprsenteret ved 1-taller, 2-taller osv., hvor 1-tallerne reprsenterer data fra den frste kategori, 2-tallerne data for den anden kategori osv.
Kommandoen ListToFreq(List) omdanner en liste over rdata (kategorier nummereret som 1, 2, osv. ) List til en liste over hyppigheder for de enkelte katorier (den frste, den anden osv).
Kommandoen Scramble(list) udfrer en tilfldig permutation af elementerne i listen list, svarende til en omrring af elementerne i listen:
Kommandoen NewMatrix(rowList , colList) omdanner et par af lister, rowList og colList, svarende til rdata for to variable, rkkevariablen og sjlevariablen (i form af 1-taller, 2-taller osv. som forklaret ovenfor) til en krydstabel med hyppighederne for disse rdata:
Kommandoen Simul(Matrix) omdanner ved hjlp af omrring en observeret krydstabel Matrix til en ny tilfldig krydstabel med de samme rkketotaler og sjletotaler:
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j]),(i),(1),rowDim(Matrix)), j, 1, colDim(Matrix)) Times New Roman "Done" Times New Roman - ^ @d d C _@ [@
CTxobjItem $@ ࡱ >
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6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 9940000 0 ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 100(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ `grandTotal(Matrix) := sum(( sum((Matrix[i, j]),(i),(1),rowDim(Matrix))),(j),(1),coldim(Matrix)) Times New Roman "Done" Times NANI New Roman cJ `" @d d & ;. 7.
CTxobjItem . ࡱ >
R o o t E n t r y Zn @3 HC @ C o n t e n t s 6# O l e P r e s 0 0 0 ' &1316 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 b080008 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6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 5540008 cb0000 710000 0 0 0 1 0 1ffff 47430009 6870796c 646c6f43 8f000004 71000000 0 ff000000 ff 100 0 ff000100 90001ff 6c474300 52687079 464776f 8f0000 710000 0 ffff0000 0 1 0 ffff0014 a0001 796c4743 68436870 267261 8f0000 710000 0 ffff0000 1 1 0 5a800d49 8f000000 71000000 0 ff000000 1ff 100 0 800d4e00 44 8f 71 0 1ffff 10000 0 d500000 5380 8f00 7100 0 1ffff00 1000000 0 55000000 44800d 8f0000 710000 0 ffff0000 1 1 0 1e800d54 8f000000 71000000 0 ff000000 1ff 100 0 800d2000 44 8f 71 0 1ffff 10000 0 d450000 4b80 8f00 7100 0 1ffff00 1000000 0 52000000 4b800d 8f0000 710000 0 ffff0000 1 1 0 5a800d52 8f000000 71000000 0 ff000000 1ff 100 0 800d4f00 4b 8f 71 0 1ffff 10000 0 d520000 1780 8f00 7100 0 1ffff00 1000000 0 3a000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 44800d20 8f000000 71000000 0 ff000000 1ff 100 0 800d5300 35 8f 71 0 1ffff 10000 0 d790000 3580 8f00 7100 0 1ffff00 1000000 0 6e000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 35800d74 8f000000 71000000 0 ff000000 1ff 100 0 800d6100 35 8f 71 0 1ffff 10000 0 ff780000 a0001ff 6c474300 54687079 16d7265 8f000000 ff000000 ffffff ff000000 1ff 100 0 0 0 ff000000 140001ff 6c474300 53687079 6c706d69 6d6f4365 65736f70 72 0 115800 90d00 1300 1300 1300 1300 0 55400 cb00 ffffff00 ffffffff 1ffffff 1000000 0 0 0 1000000 0 3000000 5000000 53454d43 254 20ae0580 1202020 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ S[[Koen\Toejforbrug,<1500kr./maaned, >= 1500kr./maaned][Kvinde,98,102][Mand,60,100]] Times New Roman INPUT ERROR: Syntax Times New Roman * M s NANI Z [ \ 7 * * @d d ;* 7*
CTxobjItem * ࡱ >
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* 1
U x xZ] Z]Z]
* Q m
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rowTotal(obs) Times New Roman
{200, 160} Times New Roman NANI 2 @d d \
; 7
CTxobjItem ࡱ >
R o o t E n t r y Zn @3 p1D @ C o n t e n t s O l e P r e s 0 0 0 _
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colTotal(obs) Times New Roman
{158, 202} Times New Roman NANI xZ] xZ] Z]Z]
* 2
8U+ 4 @d d ; 7
CTxobjItem ࡱ >
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100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 8520000 0 ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define expected(obs)=Func :: Local i, j, expMatrix :: expMatrix := NewMat(rowDim(obs), colDim(obs)) :: For i, 1, rowDim(obs) :: For j, 1, colDim(obs) :: ExpMatrix[i, j] := approx( (rowTotal(obs)[i]*colTotal(obs)[j])/(GrandTotal(obs)) ) :: EndFor :: EndFor :: ExpMatrix :: EndFunc NANI Times New Roman "Done" Times New Roman N W @d d * *
CTxobjItem ` d* ࡱ >
R o o t E n t r y Zn @3 `{D @ C o n t e n t s d O l e P r e s 0 0 0 s& E =
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1202020 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ forventet := expected(obs) Times New Roman $[[87.7778,112.22 NANI 2][70.2222,89.7778]] Times New Roman y1 ^ @d d t ;x 7x
CTxobjItem x ࡱ > 9
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Define FreqToList(FreqList)=Func :: Local i, list :: list := {} :: For i, 1, Dim(FreqList) :: list := augment(list, seq(i, n, 1, FreqList[i])) :: EndFor :: list :: EndFunc Times New Roman "Done" Times New Roman 0 0 0 0 1001800 bc000000 bd023000 0 0 0 200 1802900 a000000 ff000003 ffffff ff000000 1ff 100 0 0 0 18000000 37802b00 a000000 ff000003 ffffff 1000000 0 100 0 80292900 1 30a ffffffff 0 ffff 10000 0 0 0 0 10018 7a0000 7b0233 0 > 4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 fffff > Z
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1 1 0 32 0 17000000 0 3c801e00 8f000000 71000000 0 ff000000 1ff 100 0 b000100 3c80 8f00 7100 0 ffff00 1000000 0 2000000 1e801000 8f000000 71000000 0 ff000000 ff 100 0 80102c00 1e 8f 71 0 ffff 10000 0 200000 0 0 0 1a000000 3c80 8f00 7100 0 ffff00 1000000 0 1000000 3c800b00 8f000000 71000000 0 ff000000 ff 100 0 10000100 3c80 8f00 7100 0 1ffff00 1000000 0 32000000 0 0 170000 0 3c801e 8f0000 710000 0 ffff0000 1 1 0 800b0001 3c 8f 71 0 ffff 10000 0 20000 1e8010 8f0000 710000 0 ffff0000 0 1 0 1e80102c 8f000000 71000000 0 ff000000 ff 100 0 2000 0 0 0 801a0000 3c 8f 71 0 ffff 10000 0 10000 3c800b 8f0000 710000 0 ffff0000 0 1 0 80100001 3c 8f 71 0 1ffff 10000 0 320000 0 0 1700 ff000000 100001ff 6c474300 42687079 65636172 68676952 4674 9600 ffffff00 ff 1000100 1000000 0 7d000000 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 2d60017 2d60000 2d60000 2d60000 0 12480000 5d90000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Koen := FreqToList(rowList) Times New Roman 8{1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, NANI 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2} Times New Roman - 5 @d d & ;4 74
CTxobjItem i 4 ࡱ >
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0 - - - ! K 0 ! o ! e ! n ! \ 0 ! T N ! o ! e ! j ! f ! ! o ? ! r { ! b ! r ! u ! g 8 ! < ! 1 ! 5 N ! 0 ! 0 ! k ! r > ! . d ! / ! m ! a ! a ( ! n ] ! e ! d ! d - - - ! - - - ! ! 1 ! 5 ! 0 \ ! 0 ! k ! r ! . 6 ! / T ! m r ! a ! a ! n /
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{158, 202} Times New Roman xZ] xZ] Z]Z]
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49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 9df0000 0 ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 100001ff(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define ListToFreq(List)=Func :: Local i,k, FreqList :: FreqList:=NewList(max(List)) :: For k, 1, dim(List) :: i:=List[k] :: FreqList[i]:=FreqList[i]+1 :: EndFor :: FreqList :: EndFunc Times New Roman "Done" Times New Roman f ءu u
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1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 464d6870(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ xDefine Scramble(list)=Func :: Local randList :: randList := rand(dim(list)) :: sortA(randList, list) :: list :: EndFunc Times New Roman "Done" Times New Roman
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10000 0 d6e0000 3580 8f00 7100 0 1000000 1000000 0 63000000 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 12480000 b400000 d90000 d90000 d90000 d90000 0 8df0000 5960000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 8000 30000000:65c 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 5640000 0 ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 2d80(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define NewMatrix(rowList, colList)=Func
:: Local i,j,k, Matrix
:: Matrix:=NewMat(max(rowList),max(colList))
:: For k, 1, dim(rowList)
:: i:=rowList[k]
:: j:=colList[k]
:: Matrix[i,j]:=Matrix[i,j]+1
:: EndFor
:: Matrix
:: EndFunc Times New Roman "Done" Times New Roman n = c e n t e r w i d t h = k t y l e = " F O N T - W E I G H T : n o r m a l ; F O N T - S T Y L E : n o r m a l " > < I c l a s s = a r g u m e n t > e x p r e s s i o n < / I > < / S P A N > < / H 4 >
< P > R e t u r n s t h e m a x i m u m e l e m e n t i n < S P A N s t y l e = " F O N T - W E I G H T : n o r m a l ; F O N T - S T Y L E : n o r m a l " > < I c l a s s = a r g u m e n t > l i s t < / I > < / S P A N > . < / P >
< P c l a s s = N o t e > < k k
0 . Times New Roman Xwaw @wf - - - ! D ! e S ! f ! i ! n ! e ! ' ! N E ! e ! w ! M ' ! a ! t ! r ! i ! x Symbol
T Xwaw @wf - - - 2
Z U G 2
Z UG - - - ! r ! o ! w ! L A ! i ! s ! t ! , ! ! c # ! o X ! l ! L ! i ! s ! t 3 - - - 2
Q Q G 2
Q QG - - - ! = ! F ! u ! n E ! c z ! : ! : ! . ! L L ! o ! c ! a ! l 6 ! M ! i k ! , ! j ! , ! k ! , ! 6 ! M T ! a ! t ! r ! i 6 ! x M ! : ! : ! . ! M L ! a ! t ! r ! i . ! x E ! : z ! = ! N ! e / ! w d ! M ! a ! t U - - - 2
x s e 2
+x se - - - ! m ! a ! x 2 - - - 2
l g e 2
+l ge - - - ! r ! o ! w ! L S ! i ! s ! t - - - 2
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+ e0 - - - ! , 0 ! m N ! a ! x - - - 2
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+ eB - - - ! c B ! o w ! l ! L ! i ! s % ! t R - - - 2
p p e 2
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+ e - - - ! : ! : ! . ! F L ! o ! r ! ! k ! , L ! j ! 1 ! , ! ! d ! i < ! m S - - - 2
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8 8o< - - - ! : < ! : < ! <. ! i <L ! : <c ! = <z ! r < ! o < ! w < ! L <s ! i < ! s < ! t < - - - AI A# # I - - - ! k <I - - - A A - - - ! : ! : ! . ! j L ! : j ! = ! c ! o ! l 6 ! L M ! i ! s ! t - - - # U U# - - - ! k # - - - _ U U_ - - - ! : Z ! : Z ! Z. ! M ZL ! a Z ! t Z ! r Z ! i Z. ! x ZE - - - _ _ - - - ! i Z ! , Z ! j Z - - - _ _# # - - - ! : Z- ! = ZD ! M Z ! a Z ! t Z& ! r ZD ! i Zj ! x Z - - - _ _ - - - ! i Z ! , Z ! j Z - - - _9 __ _ 9 - - - ! + Zi ! 1 Z ! : ! : ! . ! E L ! n ! d ! F ! o E ! r ! : x ! : x ! x. ! E xL ! n x ! d x ! F x ! u xE ! n xz ! c x ' ' NANI S T Y L E : n o n e ; B O R D E R - L E F T - S T Y L E : n o n e ; H E I G H T : 9 p x ; B O R D E R - B O T T O M - S T Y L E : n o n e " h e i g h t = 9 s r c = " . . / y i e l d s _ a r r o w . g i f " w i d : @d d f ;( 7(
CTxobjItem p ( ࡱ >
R o o t E n t r y Zn @3 PD @ C o n t e n t s O l e P r e s 0 0 0 t E
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0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 552 8f 71 0 ffff 10000 0 30000 1ffff 4743000e 6870796c 636e7546 656d614e 210 8f 71 0 ffff 10000 0 10000 210800b 8f0000 710000 0 ffff0000 0 1 0 ffff0009 a0001 796c4743 68436870 5a7261 8f0000 710000 0 ffff0000 1 1 0 3580104e 8f000000 71000000 0 ff000000 1ff 100 0 80106500 53 8f 71 0 1ffff 10000 0 10770000 6980 8f00 7100 0 1ffff00 1000000 0 4d000000 358010 8f0000 710000 0 ffff0000 1 1 0 1e801061 8f000000 71000000 0 ff000000 1ff 100 0 80107400 26 8f 71 0 1ffff 10000 0 10720000 1780 8f00 7100 0 1ffff00 1000000 0 69000000 358010 8f0000 710000 0 ffff0000 1 1 0 78 0 ff000000 140001ff 6c474300 53687079 6c706d69 6d6f4365 65736f70 72 0 124800 b4000 0 1ffff00 43000d00 70796c47 45464d68 4445434e 341 8f 71 0 ffff 10000 0 10000 341800b 8f0000 710000 0 ffff0000 0 1 0 ffff0004 f0001 796c4743 61506870 4c6e6572 37746665 8f000000 ff000000 ffffff 1000000 100 100 0 80092800 2d2 8f 71 0 ffff 10000 0 10000 2d2800b 8f0000 710000 0 ffff0000 0 1 0 ffff0004 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530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3d00008 1780000 bc0000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 2e0 13c bc 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 2e0 13c bc 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 bfb0000 b040000 0 ffff0000 c0001 796c4743 614d6870 78697274 1ef 13c bc 0 1ffff 10000 0 10000 1ef800b 13c0000 11e0000 0 ffff0000 0 1 0 ffff0004 110001 796c4743 72426870 656b6361 66654c74 3074 9600 ffffff00 ff 100 1000000 0 5b000000 1ffff 4743000c 6870796c 4241544d 18e454c 13c0000 11e0000 0 ffff0000 0 1 0 ffff0002 90001 796c4743 544d6870 18e52 8f00 7100 0 ffff00 1000000 0 2000000 1ffff00 43000900 70796c47 44544d68 79 8f 71 0 ffff 10000 0 10000 79800b 8f0000 710000 0 ffff0000 0 1 0 ffff0002 80001 796c4743 4e4d6870 78 8f 71 0 ffff 10000 0 10000 78800b 8f0000 710000 0 ffff0000 0 1 0 80100002 3c 8f 71 0 1ffff 10000 0 10380000 3c80 8f00 7100 0 1ffff00 1000000 0 33000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 1 NANI 0000 0 0 0 0 80210017 b5 8f 71 0 ffff 10000 0 10000 b5800b 8f0000 710000 0 ffff0000 0 1 0 80240002 b4 8f 71 0 ffff 10000 0 10000 b4800b 8f0000 710000 0 ffff0000 0 1 0 80100003 3c 8f 71 0 1ffff 10000 0 10310000 3c80 8f00 7100 0 1ffff00 1000000 0 31000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 37 0 17000000 0 1802900 8f000000 ff000000 ffffff ff000000 1ff 100 0 0 0 17000000 6000 1000000 1f000000 18e80 8f00 7100 0 ffff00 1000000 0 2000000 79802100 8f000000 71000000 0 ff000000 ff 100 0 b000100 7980 8f00 7100 0 ffff00 1000000 0 2000000 78802400 8f000000 71000000 0 ff000000 ff 100 0 b000100 7880 8f00 7100 0 ffff00 1000000 0 2000000 3c801000 8f000000 71000000 0 ff000000 1ff 100 0 80103700 3c 8f 71 0 1ffff 10000 0 350000 0 0 1700 29000000 180 8f00 ffffff00 ff 1ffff00 1000000 0 0 0 0 21001700 b580 8f00 7100 0 ffff00 1000000 0 1000000 79800b00 8f000000 71000000 0 ff000000 ff 100 0 24000200 7880 8f00 7100 0 ffff00 1000000 0 1000000 78800b00 8f000000 71000000 0 ff000000 ff 100 0 10000200 3c80 8f00 7100 0 1ffff00 1000000 0 38000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 35 0 17000000 0 1802900 8f000000 ff000000 ffffff ff000000 1ff 100 0 0 0 17000000 6000 1000000 1e000000 0 1ffff00 43001200 70796c47 61724268 74656b63 68676952 3074 9600 ffffff00 ff 100 1000000 0 5d000000 18029 8f0000 ffff0000 ffff ffff0000 0 1 0 0 0 170000 1 43001c 8029001e 1 8f ffffffff 0 1ffff 10000 0 0 0 0 130017 130000 130000 130000 0 3d00000 1780000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 35(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ NewMatrix(Koen, Forbrug) Times New Roman [[83,117][75,85]] Times New Roman E : @d d ;\ 7\
CTxobjItem r \ ࡱ >
# $ % & ' ( ) * + , R o o t E n t r y Zn @3 PD C o n t e n t s -: O l e P r e s 0 0 0 " @ /270d 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 8430008 4780000 45a0000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 843 478 45a 0 ffff 10000 0 80000 1ffff 4743000a 6870796c 574f524d 503 8f 71 0 ffff 10000 0 1a0000 1ffff 4743000a 6870796c 72616843 53 8f 71 0 1ffff 10000 0 d440000 3580 8f00 7100 0 1ffff00 1000000 0 65000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 17800d66 8f000000 71000000 0 ff000000 1ff 100 0 800d6900 35 8f 71 0 1ffff 10000 0 d6e0000 3580 8f00 7100 0 1ffff00 1000000 0 65000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 44800d20 8f000000 71000000 0 ff000000 1ff 100 0 800d5300 17 8f 71 0 1ffff 10000 0 d690000 5380 8f00 7100 0 1ffff00 1000000 0 6d000000 35800d 8f0000 710000 0 ffff0000 1 1 0 17800d75 8f000000 71000000 0 ff000000 1ff 100 0 ffff6c00 f0001 796c4743 61506870 4c6e6572 37746665 8f000000 ff000000 ffffff 1000000 100 100 0 800d2800 69 8f 71 0 10000 10000 0 d4d0000 3580 8f00 7100 0 1000000 1000000 0 61000000 1e800d 8f0000 710000 0 0 1 1 0 26800d74 8f000000 71000000 0 0 100 100 0 800d7200 17 8f 71 0 10000 10000 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d460000 3580 8f00 7100 0 1000000 1000000 0 75000000 35800d 8f0000 710000 0 0 1 1 0 35800d6e 8f000000 71000000 0 0 100 100 0 ffff6300 a0001 796c4743 65546870 16d72 8f0000 ffff0000 ffff ffff0000 1 1 0 0 0 ffff0000 140001 796c4743 69536870 656c706d 706d6f43 7265736f 0 0 1248 b40 ff ff ff ff 0 843 478 ffffffff ffffffff 1ffff 10000 0 0 0 10000 0 30000 43050000 5453454d 80000002 0 32372000;65c 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define Simul(Matrix)=Func
:: Local rowList, colList, simulList, simulMatrix
:: rowList:=FreqToList(rowTotal(Matrix))
:: colList:=FreqToList(colTotal(Matrix))
:: simulList:=Scramble(colList)
:: simulMatrix:=NewMatrix(rowList,simulList)
:: simulMatrix
:: EndFunc Times New Roman "Done" Times New Roman I G H T : 2 p x ; P A D D I N G - L E F T : 2 p x ; P A D D I N G - B O T T O M : 2 p x ; W I D T H : 6 2 % ; P A D D I N G - T O P : 2 p x ; x - c e l l - c o n t e n t - a l i g n : C E N T E R " v A l i g n = c e n t e r w i d t h = " 6 2 % " >
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R o o t E n t r y Zn @3 PD @ C o n t e n t s T O l e P r e s 0 0 0 E 75b 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 ffffff88 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 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ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 10000(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Zrowtotal(Matrix) := seq( sum((Matrix[i, j]),(j),(1),colDim(Matrix)), i, 1, rowDim(Matrix)) Times New Roman "Done" Times New Roman / ` U @d d = =
CTxobjItem
t= ࡱ >
R o o t E n t r y Zn @3 ֊C
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j]),(i),(1),rowDim(Matrix)), j, 1, colDim(Matrix)) Times New Roman "Done" Times New Roman e X @d d C _@ [@
CTxobjItem $@ ࡱ >
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100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define expected(obs)=Func :: Local i, j, expMatrix :: expMatrix := NewMat(rowDim(obs), colDim(obs)) :: For i, 1, rowDim(obs) :: For j, 1, colDim(obs) :: ExpMatrix[i, j] := approx( (rowTotal(obs)[i]*colTotal(obs)[j])/(GrandTotal(obs)) ) :: EndFor :: EndFor :: ExpMatrix :: EndFunc Times New Roman "Done" Times New Roman ? r+ ? r+
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Define FreqToList(FreqList)=Func :: Local i, list :: list := {} :: For i, 1, Dim(FreqList) :: list := augment(list, seq(i, n, 1, FreqList[i])) :: EndFor :: list :: EndFunc Times New Roman "Done" Times New Roman 0 0 0 0 1001800 bc000000 bd023000 0 0 0 200 1802900 a000000 ff000003 ffffff ff000000 1ff 100 0 0 0 18000000 37802b00 a000000 ff000003 ffffff 1000000 0 100 0 80292900 1 30a ffffffff 0 ffff 10000 0 0 0 0 10018 7a0000 7b0233 0 > 4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 fffff > Z
, a J J . Times New Roman Xwaw @wf% - - - ! D ! e S ! f ! i ! n ! e ! ' ! F E ! r ! e ! q ! T ! o d ! L ! i ! s ! t ( Symbol
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K FG } - - - Times New Roman Xwaw @wf% - - - ! F } ! r ! e ! q * ! L f ! i ! s ! t - - - - - - 2
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Д Xwaw @wf% - - - [ D ;D ;[ - - - Times New Roman Xwaw @wf% - - - ! i [ - - - - - - s ; ;s - - - - - - - - - 2
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1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 464d6870(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ xDefine Scramble(list)=Func :: Local randList :: randList := rand(dim(list)) :: sortA(randList, list) :: list :: EndFunc Times New Roman "Done" Times New Roman
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1 1 0 3c800d46 8f000000 71000000 0 0 100 100 0 800d6f00 26 8f 71 0 10000 10000 0 d720000 180 8f00 7100 0 1000000 1000000 0 a000000 0 800b0000 17b 8f 71 0 ffff 10000 0 a0000 17800d 8f0000 710000 0 0 1 1 0 17800d3a 8f000000 71000000 0 0 100 100 0 800d3a00 1e 8f 71 0 10000 10000 0 d200000 6980 8f00 7100 0 1000000 1000000 0 4d000000 35800d 8f0000 710000 0 0 1 1 0 1e800d61 8f000000 71000000 0 0 100 100 0 800d7400 26 8f 71 0 10000 10000 0 d720000 1780 8f00 7100 0 1000000 1000000 0 69000000 35800d 8f0000 710000 0 0 1 1 0 1800d78 8f000000 71000000 0 0 100 100 0 a00 0 1e5800b 8f0000 710000 0 ffff0000 0 1 0 800d000b 17 8f 71 0 10000 10000 0 d3a0000 1780 8f00 7100 0 1000000 1000000 0 3a000000 1e800d 8f0000 710000 0 0 1 1 0 44800d20 8f000000 71000000 0 0 100 100 0 800d4500 35 8f 71 0 10000 10000 0 d6e0000 3c80 8f00 7100 0 1000000 1000000 0 64000000 44800d 8f0000 710000 0 0 1 1 0 35800d46 8f000000 71000000 0 0 100 100 0 800d7500 35 8f 71 0 10000 10000 0 d6e0000 3580 8f00 7100 0 1000000 1000000 0 63000000 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 12480000 b400000 d90000 d90000 d90000 d90000 0 8df0000 5960000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 8000 1000000:65c 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 5640000 0 ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 2d80(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define NewMatrix(rowList, colList)=Func
:: Local i,j,k, Matrix
:: Matrix:=NewMat(max(rowList),max(colList))
:: For k, 1, dim(rowList)
:: i:=rowList[k]
:: j:=colList[k]
:: Matrix[i,j]:=Matrix[i,j]+1
:: EndFor
:: Matrix
:: EndFunc Times New Roman "Done" Times New Roman g n = c e n t e r w i d t h = k t y l e = " F O N T - W E I G H T : n o r m a l ; F O N T - S T Y L E : n o r m a l " > < I c l a s s = a r g u m e n t > e x p r e s s i o n < / I > < / S P A N > < / H 4 >
< P > R e t u r n s t h e m a x i m u m e l e m e n t i n < S P A N s t y l e = " F O N T - W E I G H T : n o r m a l ; F O N T - S T Y L E : n o r m a l " > < I c l a s s = a r g u m e n t > l i s t < / I > < / S P A N > . < / P >
< P c l a s s = N o t e > < k k
0 . Times New Roman Xwaw @wf - - - ! D ! e S ! f ! i ! n ! e ! ' ! N E ! e ! w ! M ' ! a ! t ! r ! i ! x Symbol
T Xwaw @wf - - - 2
Z U G 2
Z UG - - - ! r ! o ! w ! L A ! i ! s ! t ! , ! ! c # ! o X ! l ! L ! i ! s ! t 3 - - - 2
Q Q G 2
Q QG - - - ! = ! F ! u ! n E ! c z ! : ! : ! . ! L L ! o ! c ! a ! l 6 ! M ! i k ! , ! j ! , ! k ! , ! 6 ! M T ! a ! t ! r ! i 6 ! x M ! : ! : ! . ! M L ! a ! t ! r ! i . ! x E ! : z ! = ! N ! e / ! w d ! M ! a ! t U - - - 2
x s e 2
+x se - - - ! m ! a ! x 2 - - - 2
l g e 2
+l ge - - - ! r ! o ! w ! L S ! i ! s ! t - - - 2
0e 2
+ e0 - - - ! , 0 ! m N ! a ! x - - - 2
Be 2
+ eB - - - ! c B ! o w ! l ! L ! i ! s % ! t R - - - 2
p p e 2
+p pe 2
e 2
+ e - - - ! : ! : ! . ! F L ! o ! r ! ! k ! , L ! j ! 1 ! , ! ! d ! i < ! m S - - - 2
2
< - - - ! r ! o ! w ? ! L ! i ! s ! t - - - 2
8 8o 2
8 8o< - - - ! : < ! : < ! <. ! i <L ! : <c ! = <z ! r < ! o < ! w < ! L <s ! i < ! s < ! t < - - - AI A# # I - - - ! k <I - - - A A - - - ! : ! : ! . ! j L ! : j ! = ! c ! o ! l 6 ! L M ! i ! s ! t - - - # U U# - - - ! k # - - - _ U U_ - - - ! : Z ! : Z ! Z. ! M ZL ! a Z ! t Z ! r Z ! i Z. ! x ZE - - - _ _ - - - ! i Z ! , Z ! j Z - - - _ _# # - - - ! : Z- ! = ZD ! M Z ! a Z ! t Z& ! r ZD ! i Zj ! x Z - - - _ _ - - - ! i Z ! , Z ! j Z - - - _9 __ _ 9 - - - ! + Zi ! 1 Z ! : ! : ! . ! E L ! n ! d ! F ! o E ! r ! : x ! : x ! x. ! E xL ! n x ! d x ! F x ! u xE ! n xz ! c x ' ' NANI S T Y L E : n o n e ; B O R D E R - L E F T - S T Y L E : n o n e ; H E I G H T : 9 p x ; B O R D E R - B O T T O M - S T Y L E : n o n e " h e i g h t = 9 s r c = " . . / y i e l d s _ a r r o w . g i f " w i d @d d ;\ 7\
CTxobjItem } \ ࡱ >
# $ % & ' ( ) * + , R o o t E n t r y Zn @3 PD C o n t e n t s -: O l e P r e s 0 0 0 " @ /270d 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 8430008 4780000 45a0000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 843 478 45a 0 ffff 10000 0 80000 1ffff 4743000a 6870796c 574f524d 503 8f 71 0 ffff 10000 0 1a0000 1ffff 4743000a 6870796c 72616843 53 8f 71 0 1ffff 10000 0 d440000 3580 8f00 7100 0 1ffff00 1000000 0 65000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 17800d66 8f000000 71000000 0 ff000000 1ff 100 0 800d6900 35 8f 71 0 1ffff 10000 0 d6e0000 3580 8f00 7100 0 1ffff00 1000000 0 65000000 1e800d 8f0000 710000 0 ffff0000 1 1 0 44800d20 8f000000 71000000 0 ff000000 1ff 100 0 800d5300 17 8f 71 0 1ffff 10000 0 d690000 5380 8f00 7100 0 1ffff00 1000000 0 6d000000 35800d 8f0000 710000 0 ffff0000 1 1 0 17800d75 8f000000 71000000 0 ff000000 1ff 100 0 ffff6c00 f0001 796c4743 61506870 4c6e6572 37746665 8f000000 ff000000 ffffff 1000000 100 100 0 800d2800 69 8f 71 0 10000 10000 0 d4d0000 3580 8f00 7100 0 1000000 1000000 0 61000000 1e800d 8f0000 710000 0 0 1 1 0 26800d74 8f000000 71000000 0 0 100 100 0 800d7200 17 8f 71 0 10000 10000 0 d690000 3580 8f00 7100 0 1000000 1000000 0 78000000 1ffff 47430010 6870796c 65726150 6769526e 377468 8f0000 ffff0000 ffff 10000 1 1 0 44800d29 8f000000 71000000 0 0 100 100 0 800d3d00 44 8f 71 0 10000 10000 0 d460000 3580 8f00 7100 0 1000000 1000000 0 75000000 35800d 8f0000 710000 0 0 1 1 0 35800d6e 8f000000 71000000 0 0 100 100 0 800d6300 1 8f 71 0 10000 10000 0 a0000 0 43800b00 8f000008 71000000 0 ff000000 ff 100 0 d003200 1780 8f00 7100 0 1000000 1000000 0 3a000000 17800d 8f0000 710000 0 0 1 1 0 1e800d3a 8f000000 71000000 0 0 100 100 0 800d2000 44 8f 71 0 10000 10000 0 d4c0000 3c80 8f00 7100 0 1000000 1000000 0 6f000000 35800d 8f0000 710000 0 0 1 1 0 35800d63 8f000000 71000000 0 0 100 100 0 800d6100 17 8f 71 0 10000 10000 0 d6c0000 1e80 8f00 7100 0 1000000 1000000 0 20000000 26800d 8f0000 710000 0 0 1 1 0 3c800d72 8f000000 71000000 0 0 100 100 0 800d6f00 53 8f 71 0 10000 10000 0 d770000 4480 8f00 7100 0 1000000 1000000 0 4c000000 17800d 8f0000 710000 0 0 1 1 0 2d800d69 8f000000 71000000 0 0 100 100 0 800d7300 1e 8f 71 0 10000 10000 0 d740000 1e80 8f00 7100 0 1000000 1000000 0 2c000000 1e800d 8f0000 710000 0 0 1 1 0 35800d20 8f000000 71000000 0 0 100 100 0 800d6300 3c 8f 71 0 10000 10000 0 d6f0000 1780 8f00 7100 0 1000000 1000000 0 6c000000 44800d 8f0000 710000 0 0 1 1 0 17800d4c 8f000000 71000000 0 0 100 100 0 800d6900 2d 8f 71 0 10000 10000 0 d730000 1e80 8f00 7100 0 1000000 1000000 0 74000000 1e800d 8f0000 710000 0 0 1 1 0 1e800d2c 8f000000 71000000 0 0 100 100 0 800d2000 2d 8f 71 0 10000 10000 0 d730000 1780 8f00 7100 0 1000000 1000000 0 69000000 53800d 8f0000 710000 0 0 1 1 0 35800d6d 8f000000 71000000 0 0 100 100 0 800d7500 17 8f 71 0 10000 10000 0 d6c0000 4480 8f00 7100 0 1000000 1000000 0 4c000000 17800d 8f0000 710000 0 0 1 1 0 2d800d69 8f000000 71000000 0 0 100 100 0 800d7300 1e 8f 71 0 10000 10000 0 d740000 1e80 8f00 7100 0 1000000 1000000 0 2c000000 1e800d 8f0000 710000 0 0 1 1 0 2d800d20 8f000000 71000000 0 0 100 100 0 800d7300 17 8f 71 0 10000 10000 0 d690000 5380 8f00 7100 0 1000000 1000000 0 6d000000 35800d 8f0000 710000 0 0 1 1 0 17800d75 8f000000 71000000 0 0 100 100 0 800d6c00 69 8f 71 0 10000 10000 0 d4d0000 3580 8f00 7100 0 1000000 1000000 0 61000000 1e800d 8f0000 710000 0 0 1 1 0 26800d74 8f000000 71000000 0 0 100 100 0 800d7200 17 8f 71 0 10000 10000 0 d690000 3580 8f00 7100 0 1000000 1000000 0 78000000 1800d 8f0000 710000 0 0 1 1 0 a b000000 7ad80 8f00 7100 0 ffff00 1000000 0 29000000 17800d00 8f000000 71000000 0 0 100 100 0 800d3a00 17 8f 71 0 10000 10000 0 d3a0000 1e80 8f00 7100 0 1000000 1000000 0 20000000 26800d 8f0000 710000 0 0 1 1 0 3c800d72 8f000000 71000000 0 0 100 100 0 800d6f00 53 8f 71 0 10000 10000 0 d770000 4480 8f00 7100 0 1000000 1000000 0 4c000000 17800d 8f0000 710000 0 0 1 1 0 2d800d69 8f000000 71000000 0 0 100 100 0 800d7300 1e 8f 71 0 10000 10000 0 d740000 1780 8f00 7100 0 1000000 1000000 0 3a000000 44800d 8f0000 710000 0 0 1 1 0 44800d3d 8f000000 71000000 0 0 100 100 0 800d4600 26 8f 71 0 10000 10000 0 d720000 3580 8f00 7100 0 1000000 1000000 0 65000000 3c800d 8f0000 710000 0 0 1 1 0 44800d71 8f000000 71000000 0 0 100 100 0 800d5400 3c 8f 71 0 10000 10000 0 d6f0000 4480 8f00 7100 0 1000000 1000000 0 4c000000 17800d 8f0000 710000 0 0 1 1 0 2d800d69 8f000000 71000000 0 0 100 100 0 800d7300 1e 8f 71 0 10000 10000 0 1a740000 3780 8f00 ffffff00 ff 1000100 1000000 0 28000000 26800d 8f0000 710000 0 0 1 1 0 3c800d72 8f000000 71000000 0 0 100 100 0 800d6f00 53 8f 71 0 10000 10000 0 d770000 4480 8f00 7100 0 1000000 1000000 0 54000000 3c800d 8f0000 710000 0 0 1 1 0 1e800d6f 8f000000 71000000 0 0 100 100 0 800d7400 35 8f 71 0 10000 10000 0 d610000 1780 8f00 7100 0 1000000 1000000 0 6c000000 37801a 8f0000 ffff0000 ffff 10000 1 1 0 69800d28 8f000000 71000000 0 0 100 100 0 800d4d00 35 8f 71 0 10000 10000 0 d610000 1e80 8f00 7100 0 1000000 1000000 0 74000000 26800d 8f0000 710000 0 0 1 1 0 17800d72 8f000000 71000000 0 0 100 100 0 800d6900 35 8f 71 0 10000 10000 0 22780000 3780 8f00 ffffff00 ff 1000100 1000000 0 29000000 378022 8f0000 ffff0000 ffff 10000 1 1 0 1800d29 8f000000 71000000 0 0 100 100 0 a00 0 753800b 8f0000 710000 0 ffff0000 0 1 0 800d0029 17 8f 71 0 10000 10000 0 d3a0000 1780 8f00 7100 0 1000000 1000000 0 3a000000 1e800d 8f0000 710000 0 0 1 1 0 35800d20 8f000000 71000000 0 0 100 100 0 800d6300 3c 8f 71 0 10000 10000 0 d6f0000 1780 8f00 7100 0 1000000 1000000 0 6c000000 44800d 8f0000 710000 0 0 1 1 0 17800d4c 8f000000 71000000 0 0 100 100 0 800d6900 2d 8f 71 0 10000 10000 0 d730000 1e80 8f00 7100 0 1000000 1000000 0 74000000 17800d 8f0000 710000 0 0 1 1 0 44800d3a 8f000000 71000000 0 0 100 100 0 800d3d00 44 8f 71 0 10000 10000 0 d460000 2680 8f00 7100 0 1000000 1000000 0 72000000 35800d 8f0000 710000 0 0 1 1 0 3c800d65 8f000000 71000000 0 0 100 100 0 800d7100 44 8f 71 0 10000 10000 0 d540000 3c80 8f00 7100 0 1000000 1000000 0 6f000000 44800d 8f0000 710000 0 0 1 1 0 17800d4c 8f000000 71000000 0 0 100 100 0 800d6900 2d 8f 71 0 10000 10000 0 d730000 1e80 8f00 7100 0 1000000 1000000 0 74000000 37801a 8f0000 ffff0000 ffff 10000 1 1 0 35800d28 8f000000 71000000 0 0 100 100 0 800d6300 3c 8f 71 0 10000 10000 0 d6f0000 1780 8f00 7100 0 1000000 1000000 0 6c000000 44800d 8f0000 710000 0 0 1 1 0 3c800d54 8f000000 71000000 0 0 100 100 0 800d6f00 1e 8f 71 0 10000 10000 0 d740000 3580 8f00 7100 0 1000000 1000000 0 61000000 17800d 8f0000 710000 0 0 1 1 0 37801a6c 8f000000 ff000000 ffffff 1000000 100 100 0 800d2800 69 8f 71 0 10000 10000 0 d4d0000 3580 8f00 7100 0 1000000 1000000 0 61000000 1e800d 8f0000 710000 0 0 1 1 0 26800d74 8f000000 71000000 0 0 100 100 0 800d7200 17 8f 71 0 10000 10000 0 d690000 3580 8f00 7100 0 1000000 1000000 0 78000000 378022 8f0000 ffff0000 ffff 10000 1 1 0 37802229 8f000000 ff000000 ffffff 1000000 100 100 0 800d2900 1 8f 71 0 10000 10000 0 a0000 0 7c800b00 8f000005 71000000 0 ff000000 ff 100 0 d002000 1780 8f00 7100 0 1000000 1000000 0 3a000000 17800d 8f0000 710000 0 0 1 1 0 1e800d3a 8f000000 71000000 0 0 100 100 0 800d2000 2d 8f 71 0 10000 10000 0 d730000 1780 8f00 7100 0 1000000 1000000 0 69000000 53800d 8f0000 710000 0 0 1 1 0 35800d6d 8f000000 71000000 0 0 100 100 0 800d7500 17 8f 71 0 10000 10000 0 d6c0000 4480 8f00 7100 0 1000000 1000000 0 4c000000 17800d 8f0000 710000 0 0 1 1 0 2d800d69 8f000000 71000000 0 0 100 100 0 800d7300 1e 8f 71 0 10000 10000 0 d740000 1780 8f00 7100 0 1000000 1000000 0 3a000000 44800d 8f0000 710000 0 0 1 1 0 44800d3d 8f000000 71000000 0 0 100 100 0 800d5300 35 8f 71 0 10000 10000 0 d630000 2680 8f00 7100 0 1000000 1000000 0 72000000 35800d 8f0000 710000 0 0 1 1 0 53800d61 8f000000 71000000 0 0 100 100 0 800d6d00 3c 8f 71 0 10000 10000 0 d620000 1780 8f00 7100 0 1000000 1000000 0 6c000000 35800d 8f0000 710000 0 0 1 1 0 37801a65 8f000000 ff000000 ffffff 1000000 100 100 0 800d2800 35 8f 71 0 10000 10000 0 d630000 3c80 8f00 7100 0 1000000 1000000 0 6f000000 17800d 8f0000 710000 0 0 1 1 0 44800d6c 8f000000 71000000 0 0 100 100 0 800d4c00 17 8f 71 0 10000 10000 0 d690000 2d80 8f00 7100 0 1000000 1000000 0 73000000 1e800d 8f0000 710000 0 0 1 1 0 37802274 8f000000 ff000000 ffffff 1000000 100 100 0 800d2900 1 8f 71 0 10000 10000 0 a0000 0 39800b00 8f000008 71000000 0 ff000000 ff 100 0 d002d00 1780 8f00 7100 0 1000000 1000000 0 3a000000 17800d 8f0000 710000 0 0 1 1 0 1e800d3a 8f000000 71000000 0 0 100 100 0 800d2000 2d 8f 71 0 10000 10000 0 d730000 1780 8f00 7100 0 1000000 1000000 0 69000000 53800d 8f0000 710000 0 0 1 1 0 35800d6d 8f000000 71000000 0 0 100 100 0 800d7500 17 8f 71 0 10000 10000 0 d6c0000 6980 8f00 7100 0 1000000 1000000 0 4d000000 35800d 8f0000 710000 0 0 1 1 0 1e800d61 8f000000 71000000 0 0 100 100 0 800d7400 26 8f 71 0 10000 10000 0 d720000 1780 8f00 7100 0 1000000 1000000 0 69000000 35800d 8f0000 710000 0 0 1 1 0 17800d78 8f000000 71000000 0 0 100 100 0 800d3a00 44 8f 71 0 10000 10000 0 d3d0000 5a80 8f00 7100 0 1000000 1000000 0 4e000000 35800d 8f0000 710000 0 0 1 1 0 53800d65 8f000000 71000000 0 0 100 100 0 800d7700 69 8f 71 0 10000 10000 0 d4d0000 3580 8f00 7100 0 1000000 1000000 0 61000000 1e800d 8f0000 710000 0 0 1 1 0 26800d74 8f000000 71000000 0 0 100 100 0 800d7200 17 8f 71 0 10000 10000 0 d690000 3580 8f00 7100 0 1000000 1000000 0 78000000 37801a 8f0000 ffff0000 ffff 10000 1 1 0 26800d28 8f000000 71000000 0 0 100 100 0 800d7200 3c 8f 71 0 10000 10000 0 d6f0000 5380 8f00 7100 0 1000000 1000000 0 77000000 44800d 8f0000 710000 0 0 1 1 0 17800d4c 8f000000 71000000 0 0 100 100 0 800d6900 2d 8f 71 0 10000 10000 0 d730000 1e80 8f00 7100 0 1000000 1000000 0 74000000 1e800d 8f0000 710000 0 0 1 1 0 2d800d2c 8f000000 71000000 0 0 100 100 0 800d7300 17 8f 71 0 10000 10000 0 d690000 5380 8f00 7100 0 1000000 1000000 0 6d000000 35800d 8f0000 710000 0 0 1 1 0 17800d75 8f000000 71000000 0 0 100 100 0 800d6c00 44 8f 71 0 10000 10000 0 d4c0000 1780 8f00 7100 0 1000000 1000000 0 69000000 2d800d 8f0000 710000 0 0 1 1 0 1e800d73 8f000000 71000000 0 0 100 100 0 80227400 37 8f ffffffff 0 10001 10000 0 d290000 180 8f00 7100 0 1000000 1000000 0 a000000 0 800b0000 27c 8f 71 0 ffff 10000 0 100000 17800d 8f0000 710000 0 0 1 1 0 17800d3a 8f000000 71000000 0 0 100 100 0 800d3a00 1e 8f 71 0 10000 10000 0 d200000 2d80 8f00 7100 0 1000000 1000000 0 73000000 17800d 8f0000 710000 0 0 1 1 0 53800d69 8f000000 71000000 0 0 100 100 0 800d6d00 35 8f 71 0 10000 10000 0 d750000 1780 8f00 7100 0 1000000 1000000 0 6c000000 69800d 8f0000 710000 0 0 1 1 0 35800d4d 8f000000 71000000 0 0 100 100 0 800d6100 1e 8f 71 0 10000 10000 0 d740000 2680 8f00 7100 0 1000000 1000000 0 72000000 17800d 8f0000 710000 0 0 1 1 0 35800d69 8f000000 71000000 0 0 100 100 0 800d7800 1e 8f 71 0 10000 10000 0 d200000 180 8f00 7100 0 1000000 1000000 0 a000000 0 800b0000 1e5 8f 71 0 ffff 10000 0 b0000 17800d 8f0000 710000 0 0 1 1 0 17800d3a 8f000000 71000000 0 0 100 100 0 800d3a00 1e 8f 71 0 10000 10000 0 d200000 4480 8f00 7100 0 1000000 1000000 0 45000000 35800d 8f0000 710000 0 0 1 1 0 3c800d6e 8f000000 71000000 0 0 100 100 0 800d6400 44 8f 71 0 10000 10000 0 d460000 3580 8f00 7100 0 1000000 1000000 0 75000000 35800d 8f0000 710000 0 0 1 1 0 35800d6e 8f000000 71000000 0 0 100 100 0 ffff6300 a0001 796c4743 65546870 16d72 8f0000 ffff0000 ffff ffff0000 1 1 0 0 0 ffff0000 140001 796c4743 69536870 656c706d 706d6f43 7265736f 0 0 1248 b40 ff ff ff ff 0 843 478 ffffffff ffffffff 1ffff 10000 0 0 0 10000 0 30000 43050000 5453454d 80000002 0 ff000000;65c 64 64 1 1 1 0 ffff0007 b0002 796c4743 74536870 88656c79 ffffff 0 0 90000000 1 7010000 54000000 73656d69 77654e20 6d6f5220 6e61 0 0 0 0 ff000000 7800ffff 64000000 8000000 6e617453 64726164 0 1 80010006 ffffff88 0 0 0 190 1000000 7 626d7953 6c6f 0 0 0 0 0 0 0 ffffff 78 64 64745309 626d7953 16c6f 10000 0 8001 0 0 0 2bc0000 0 70100 79530000 6c6f626d 0 0 0 0 0 0 0 ffff0000 7800ff 640000 530d0000 79536474 6c6f626d 646c6f42 1 1 80010000 0 0 0 0 190 1000001 7 656d6954 654e2073 6f522077 6e616d 0 0 0 0 0 ffffff 78 64 64745309 6c617449 16369 10000 0 8001 0 0 0 2bc0000 10000 70100 69540000 2073656d 2077654e 616d6f52 6e 0 0 0 0 ffff0000 7800ff 640000 530d0000 74496474 63696c61 646c6f42 1 1 80010000 0 0 0 0 190 1000000 7 4d204954 687461 0 0 0 0 0 0 0 ffffff 78 64 64745305 14954 10000 0 8001 0 0 0 2bc0000 0 70100 49540000 74614d20 68 0 0 0 0 0 0 ffff0000 7800ff 640000 53090000 49546474 646c6f42 1 1 30000 50004 70006 3260008 d20000 780000 0 0 0 1 0 1ffff 4743000a 6870796c 4854414d 236 96 78 0 ffff 10000 0 10000 1ffff 4743000a 6870796c 574f524d 236 96 78 0 ffff 10000 0 30000 1ffff 4743000b 6870796c 696c6544 f06d 9600 7800 0 ffff00 1000000 0 1000000 f0800b00 96000000 78000000 0 ff000000 ff 100 0 ff000500 a0001ff 6c474300 43687079 78726168 96000000 78000000 0 1000000 100 100 0 8010ae00 1e 96 78 0 10001 10000 0 10200000 1e80 9600 7800 0 1000100 1000000 0 20000000 1e8010 960000 780000 0 10000 1 1 0 1e801020 96000000 78000000 0 1000000 100 100 0 2000 0 0 1ffff 47430014 6870796c 706d6953 6f43656c 736f706d 7265 0 11580000 ffc40000 ffff ffff0000 80001 796c4743 534d6870 145 8f 71 0 ffff 10000 0 10000 145800b 8f0000 710000 0 ffff0000 0 1 0 80100006 26 8f 71 0 1ffff 10000 0 10220000 5380 8f00 7100 0 1ffff00 1000000 0 44000000 3c8010 8f0000 710000 0 ffff0000 1 1 0 3580106f 8f000000 71000000 0 ff000000 1ff 100 0 80106e00 35 8f 71 0 1ffff 10000 0 10650000 2680 8f00 7100 0 1ffff00 1000000 0 22000000 0 0 170000 0 1ffff 4743000a 6870796c 6d726554 1 8f ffffffff 0 1ffff 10000 0 0 0 0 b0017 b0000 b0000 b0000 0 3260000 d20000 ffff0000 ffffffff ffffffff 1 1 0 0 0 1 0 3 454d4305 25453 ae058000 20202020 1 0(33 10001 0 0 0 0 13601 0 10000 0 0 0 0 0d @ @ Define Simul(Matrix)=Func
:: Local rowList, colList, simulList, simulMatrix
:: rowList:=FreqToList(rowTotal(Matrix))
:: colList:=FreqToList(colTotal(Matrix))
:: simulList:=Scramble(colList)
:: simulMatrix:=NewMatrix(rowList,simulList)
:: simulMatrix
:: EndFunc Times New Roman "Done" Times New Roman i @ > - 2
D ? vG 2
D ?G v - - - ! M v ! a ! t ! r 2 ! i X ! x o - - - 2
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