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C ANALYSIS OF COVARIANCE WITH MULTIPLE COVARIATES APRIL 1, 1966
C MAIN ROUTINE
C THIS IS A SIFTED VERSION OF BMD04V ORIGINALLY WRITTEN IN
C FORTRAN II. SOME MODIFICATIONS WERE MADE TO MAKE IT OPERABLE
C AND SLIGHTLY MORE EFFICIENT THAN THE SIFTED VERSION.
C
C CODE=PROBLEM IDENTIFICATION
C KVF=NO. OF VARIABLE FORMAT CARDS
C LYNN=NO. OF TREATMENT DEFINITION CARDS
C NADD=NO. OF VARIABLES TO BE ADDED AFTER TG
C NCARD=NO. OF CARDS/CASE
C NCASE=NO. OF CASES
C NCOV=NO. OF COVARIATES
C NDV=NO. OF THE DEPENDENT VARIABLE
C NGRPS=NO. OF TREATMENT GROUPS
C NTAPE=LOGICAL TAPE NO. FOR INPUT DATA
C NTG=NO. OF TG CARDS
C REP=REPROCESS SAME DATA MATRIX
C
DOUBLE PRECISION TMP
DIMENSION NAMES(36),KKK(100),TMP(8),INDX(8)
DOUBLE PRECISION NAMES,KKK
DIMENSION SL(26),NEW(99),JUMP(99),NA(99),BN(99),NSAM(99),FMT(180),
1DATA(100),NSUB(99,6),CONT(99,6),REL(99,6),OPER(99,6),NG(99),X(36),
2SSVAR(99,36),TOTXX(36,36),TOTXY(36),TREXX(36,36),TREXY(36),
3ERRXX(36,36),ERRXY(36),LLL(35),B(35),C(35),D(35),
4SEB(35),SEC(35),SED(35),ADY(99),SEADY(99)
5,INDEX1(100),INDEX2(36)
COMMON DATA , NSUB , CONT , REL , OPER , NG
COMMON LH , NEW , JUMP , NA , BN , IERROR
COMMON NVAR , NTG , NCASE
COMMON /WT/B,C,D,SEB,SEC,SSVAR,ADY,SEADY
102 FORMAT('1BMD04V - ANALYSIS OF COVARIANCE - MULTIPLE COVARIATES -
1REVISED OCTOBER 31, 1968'/
241H HEALTH SCIENCES COMPUTING FACILITY, UCLA//)
ITAPE=2
CALL USAGEB('BMD04V')
REWIND ITAPE
IT3=3
NTAPE=5
DOUBLE PRECISION ZQQQ
DOUBLE PRECISION A124,A125,A126,A321,A421,A521,P123
DATA A124/6HFINISH/,A125/6HSAMSIZ/,A126/6HGRPDEF/,A321/6HTRNGEN/
1,A421/6HCVRSEL/,A521/6HLAB /,P123/6HPROBLM/
DOUBLE PRECISION CODE,TODE,KODE
DATA A123/3HYES/
999 READ (5,100)TODE,CODE,NGRPS,NCASE,NCARD,NCOV,NADD,NDV,OUT,INAM,REP
1,LYNN,NTG,MTAPE,KVF
NITP=0
IF(TODE .NE.A124) GO TO 1
2 IF(NTAPE .LE. 5) GO TO 4
REWIND NTAPE
4 STOP
1 ZQQQ=P123
IF(TODE.NE.P123) GO TO 446
IF(NGRPS.LE.0) GO TO 456
IF(NCOV.LT.2)GO TO 496
GO TO 400
446 WRITE (6,4446) ZQQQ,TODE
4446 FORMAT(1H0,A6,60H CARD EXPECTED. THE FIRST SIX COLUMNS OF THE CARD
1 READ WERE ,A6)
GO TO 2
441 WRITE (6,4441)
4441 FORMAT(40H0ILLEGAL NUMBER OF TRANSGENERATION CARDS)
GO TO 2
1441 WRITE(6,2441)
2441 FORMAT(37H0VIOLATING RULE(1) ON PAGE 525 OF BMD)
GO TO 2
1442 WRITE(6,2442)
2442 FORMAT(44H0ILLEGAL NUMBER IN COL.24-26 ON PROBLM CARD.)
GO TO 2
448 WRITE(6,4488)
4488 FORMAT(55H0VIOLATING EITHER RULE(2) OR RULE(5) ON PAGE 525 OF BMD)
GO TO 2
491 WRITE(6,4910)
4910 FORMAT(41H0NUMBER OF GROUP DEFINITION CARDS ILLEGAL)
GO TO 2
496 WRITE(6,4969)
4969 FORMAT(35H0ILLEGAL NUMBER OF VARIATES READ IN)
GO TO 2
456 WRITE(6,4569)
4569 FORMAT(35H0ILLEGAL NUMBER OF TREATMENT GROUPS)
GO TO 2
443 WRITE (6,4443)
4443 FORMAT(50H0THE NUMBER OF THE INPUT TAPE CANNOT BE 2 OR 3 )
GO TO 2
401 WRITE (6,403)
GO TO 2
400 WRITE (6,102)
WRITE (6,103)CODE,NGRPS,NCASE,NCARD,NCOV,NADD,NDV,OUT, INAM,REP,LY
1NN,NTG,MTAPE,KVF
IF((NCOV+NADD)*(NCOV+NADD-100).GE.0)GO TO 1441
IF((NADD + 98) * (NADD - 35) .GE. 0) GO TO 1442
IF((MTAPE-ITAPE)*(MTAPE-IT3) .EQ. 0) GO TO 443
CALL TPWD(MTAPE,NTAPE)
NVAR=NCOV
KIT3=0
REWIND IT3
IERROR=0
DO 332 I=1,99
332 DATA(I)=0.0
DO 333 I=1,36
NAMES(I)=0
INDEX1(I)=0
333 INDEX2(I)=0
LH=NVAR+1+NADD
NVAR1=LH-1
LR=NVAR
IF(LH .GE. 38 .OR. LH .LE. 2) GO TO 441
IF(KVF.GT.0.AND.KVF.LE.10)GO TO 410
WRITE (6,9999)
KVF = 1
410 ASSIGN 50 TO NSKIP
IF(NTG) 441,10,11
11 ASSIGN 49 TO NSKIP
IF(NTG.GT.99) GO TO 441
WRITE (6,104)
WRITE (6,105)
ZQQQ=A321
DO 411 I=1,NTG
READ (5,106)TODE,NEW(I),JUMP(I),NA(I),BN(I)
IF(TODE.NE.A321) GO TO 446
WRITE (6,107)I,NEW(I),JUMP(I),NA(I),BN(I)
IF((JUMP(I)-18)*(JUMP(I)-19)*(JUMP(I)-40).EQ. 0) GO TO 4115
IF(JUMP(I)-41)4111,411,4115
4111 IF((JUMP(I)-25)*(39-JUMP(I)) .LT. 0) GO TO 411
4115 WRITE (6,150)I
LYNN=-99
411 CONTINUE
10 IF(LYNN)491,14,13
13 WRITE (6,110)
DO 21 I=1,LYNN
READ (5,111)TODE,NG(I),(NSUB(I,J),REL(I,J),CONT(I,J),OPER(I,J),J=1
1,6)
ZQQQ=A126
IF(TODE.NE.A126) GO TO 446
WRITE (6,112)NG(I)
DO 22 J=1,6
WRITE (6,113)NSUB(I,J),REL(I,J),CONT(I,J),OPER(I,J)
DATA STAR/4H* /
IF(OPER(I,J) .EQ. STAR) GO TO 21
22 CONTINUE
21 CONTINUE
GO TO 15
14 NCARDS=(NGRPS+21)/22
N2=0
DO 1450 J=1,NCARDS
N1=N2+1
N2=N2+22
IF(N2 .LE. 99) GO TO 1430
N2=99
1430 READ (5,108)TODE,(NSAM(I),I=N1,N2)
ZQQQ=A125
IF(TODE.NE.A125) GO TO 446
1450 CONTINUE
15 IF(INAM)401,17,501
501 N1=0
503 READ(5,504)TODE,(INDX(I),TMP(I),I=1,7)
504 FORMAT(A3,3X,7(I4,A6))
IF(TODE.NE.A521)GO TO 446
DO 505 I=1,7
IF(INDX(I).EQ.0)GO TO 505
N1=N1+1
INDEX1(N1)=INDX(I)
KKK(N1)=TMP(I)
505 CONTINUE
IF(N1.LT.INAM)GO TO 503
17 KVF=KVF*18
WRITE(6,1090)
READ (5,109)(FMT(I),I=1,KVF)
WRITE(6,209)(FMT(I),I=1,KVF)
209 FORMAT(1X,18A4)
IF( REP .EQ.A123) GO TO 37
K1=NCARD*NCASE
KIT3=1
C
IF(NTAPE.NE.5) GO TO 3777
DO 35 I=1,K1
READ (NTAPE,114) (X(J),J=1,20)
35 WRITE (IT3,114) (X(J),J=1,20)
END FILE IT3
NLAST=IT3
37 NTAPE=NLAST
3777 KNTP=KIT3
IF(KNTP.EQ.0) GO TO 36
REWIND NTAPE
36 IF(LYNN .GT. 0) GO TO 26
NITP=1
KNTP=1
DO 27 I=1,NGRPS
NN=NSAM(I)
DO 27 J=1,NN
READ (NTAPE,FMT)(DATA(K),K=1,NVAR)
DATA(100)=I
416 WRITE(ITAPE)(DATA(K),K=1,NVAR),DATA(100)
27 CONTINUE
GO TO 28
26 DO 29 I=1,99
29 NSAM(I)=0
KNTP=1
DO 30 I=1,NCASE
DATA(100)=0.0
READ (NTAPE,FMT)(DATA(J),J=1,NVAR)
J=1
311 CALL GRPSEL(J)
IF(J .GT. 0) GO TO 299
READ (5,151)KODE,NCO
IF(NITP.EQ.0) GO TO 88
REWIND ITAPE
88 IF(NCO .GE. 33) GO TO 999
READ (5,151)KODE
GO TO 999
299 IF(DATA(100) .LE. 0.) GO TO 31
KK=NG(J)
NSAM(KK)=NSAM(KK)+1
NITP=1
WRITE(ITAPE)(DATA(K),K=1,NVAR),DATA(100)
GO TO 30
31 J=J+1
IF(J.LE.LYNN)GO TO 311
30 CONTINUE
28 END FILE ITAPE
REWIND ITAPE
IF(LYNN .LE. 0) GO TO 43
JJ=0
DO 39 I=1,99
39 NG(I)=0
DO 40 I=1,99
IF(NSAM(I) .LE. 0) GO TO 40
JJ=JJ+1
NG(JJ)=NSAM(I)
NSAM(I)=JJ
40 CONTINUE
JX=MAX0(JJ,NGRPS)
NGRPS=JJ
WRITE (6,115)
DO 45 I=1,JX
45 WRITE (6,116)I,NSAM(I),NG(I)
GO TO 252
43 DO 251 I=1,NGRPS
251 NG(I)=NSAM(I)
252 NVAR=NVAR+NADD
NCOV=NCOV+NADD-1
DO 46 I=1,NVAR
TOTXY(I)=0.0
TREXY(I)=0.0
ERRXY(I)=0.0
DO 46 J=1,NVAR
TOTXX(I,J)=0.0
TREXX(I,J)=0.0
46 ERRXX(I,J)=0.0
DO 47 I=1,NGRPS
DO 47 J=1,NVAR
47 SSVAR(I,J)=0.0
ASSIGN 466 TO LSKIP
ASSIGN 490 TO MUD
N1=1
N3=32
463 READ (5,151)TODE,NCO,(INDEX2(I),I=N1,N3)
ZQQQ=A421
IF(TODE.NE.A421) GO TO 446
IF(NCO.GT.35.OR.(NGRPS+NCO+1).GT.NCASE) GO TO 448
GO TO LSKIP,(466,468)
466 IF(NCO .LT. 33) GO TO 470
467 ASSIGN 468 TO LSKIP
N1=33
N3=NCO
GO TO 463
468 INDEX2(36)=INDEX2(35)
INDEX2(35)=INDEX2(34)
INDEX2(34)=INDEX2(33)
INDEX2(33)=NCO
NCO=N3
470 NCOV=NCO
NVAR=NCO+1
471 INDEX2(NVAR)=NDV
IF( OUT .NE.A123) GO TO 475
ASSIGN 417 TO MUD
MESS=0
WRITE (6,415)
NITP=1
475 DO 48 II=1,NGRPS
LG=NG(II)
DO 48 M=1,LG
READ(ITAPE)(DATA(L),L=1,LR ),DATA(100)
GO TO MUD,(490,417)
417 MESS=MESS+1
WRITE (6,418)MESS
WRITE (6,250)(DATA(K),K=1,LR),DATA(100)
490 GO TO NSKIP,(49,50)
49 CALL TG41(II,M)
50 K=DATA(100)
51 DO 48 J=1,NVAR
I=INDEX2(J)
SSVAR(K,J)=SSVAR(K,J)+DATA(I)
DO 48 N=1,NVAR
L=INDEX2(N)
TOTXX(J,N)=TOTXX(J,N)+(DATA(I)*DATA(L))
48 CONTINUE
REWIND ITAPE
NT=0
DO 54 I=1,NGRPS
NT=NT+NG(I)
54 CONTINUE
DO 55 J=1,NVAR
X(J)=0.0
DO 55 I=1,NGRPS
55 X(J)=X(J)+SSVAR(I,J)
BIG=NT
DO 58 I=1,NVAR
DO 58 J=1,NVAR
TOTXX(I,J)=TOTXX(I,J)-(X(I)*X(J))/BIG
DO 56 K=1,NGRPS
T=NG(K)
TREXX(I,J)=TREXX(I,J)+(SSVAR(K,I)*SSVAR(K,J))/T
56 CONTINUE
57 TREXX(I,J)=TREXX(I,J)-(X(I)*X(J))/BIG
58 ERRXX(I,J)=TOTXX(I,J)-TREXX(I,J)
DO 59 I=1,NGRPS
D(1)=NG(I)
DO 59 J=1,NVAR
59 SSVAR(I,J)=SSVAR(I,J)/D(1)
WRITE (6,117)
DO 63 LT=1,NVAR
I=INDEX2(LT)
DO 615 J=1,INAM
IF(I .EQ. INDEX1(J)) GO TO 625
615 CONTINUE
NITP=1
WRITE(ITAPE,888)I
REWIND ITAPE
READ(ITAPE,777)NAMES(LT)
REWIND ITAPE
GO TO 63
625 NAMES(LT)=KKK(J)
63 CONTINUE
61 DO 60 I=1,NGRPS
WRITE (6,118)I
60 WRITE (6,119)(NAMES(J),SSVAR(I,J),J=1,NVAR)
WRITE (6,120)
WRITE (6,121)
CALL PATTY2(TOTXX,NVAR,NAMES)
WRITE (6,120)
WRITE (6,122)
CALL PATTY2(TREXX,NVAR,NAMES)
WRITE (6,120)
WRITE (6,123)
CALL PATTY2(ERRXX,NVAR,NAMES)
DO 64 I=1,NVAR
TOTXY(I)=TOTXX(I,NVAR)
TREXY(I)=TREXX(I,NVAR)
64 ERRXY(I)=ERRXX(I,NVAR)
TOTYY=TOTXY(NVAR)
TREYY=TREXY(NVAR)
ERRYY=ERRXY(NVAR)
CALL MATINV(TOTXX,NCOV,LLL,KKK)
CALL MATINV(TREXX,NCOV,LLL,KKK)
CALL MATINV(ERRXX,NCOV,LLL,KKK)
WRITE (6,124)
WRITE (6,121)
CALL PATTY2(TOTXX,NCOV,NAMES)
WRITE (6,124)
WRITE (6,122)
CALL PATTY2(TREXX,NCOV,NAMES)
WRITE (6,124)
WRITE (6,123)
CALL PATTY2(ERRXX,NCOV,NAMES)
DO 65 I=1,NCOV
B(I)=0.0
C(I)=0.0
D(I)=0.0
DO 65 J=1,NCOV
B(I)=B(I)+ERRXX(I,J)*ERRXY(J)
C(I)=C(I)+TOTXX(I,J)*TOTXY(J)
65 D(I)=D(I)+TREXX(I,J)*TREXY(J)
SSDTRE=0.0
SSDTOT=0.0
SSDERR=0.0
DO 66 I=1,NCOV
SSDERR=SSDERR+B(I)*ERRXY(I)
SSDTRE=SSDTRE+D(I)*TREXY(I)
66 SSDTOT=SSDTOT+C(I)*TOTXY(I)
SSDTRE=SSDTOT-SSDERR
SSATRE=TREYY-SSDTRE
SSATOT=TOTYY-SSDTOT
SSAERR=ERRYY-SSDERR
N1=NGRPS-1
N2=BIG
N2=N2-NGRPS
N3=BIG-1.0
N4=N1
N5=N2-NCOV
N6=N3-NCOV
TEST=SSATOT-SSAERR
DN4=N4
DN5=N5
DN6=N6
DN1=N1
SMATRE=SSATRE/DN4
SMAERR=SSAERR/DN5
ADJTES=TEST/DN1
FTEST=ADJTES/SMAERR
SMATOT=SSATOT/DN6
CALL WRT(N1,N2,N3,N5,N6,TREYY,ERRYY,TOTYY,SSDERR,SSAERR,SMAERR,
*SSDTOT,SSATOT,TEST,FTEST,ADJTES,NCOV,SMATOT,BIG,NGRPS,NAMES,ERRXX,
XTOTXX)
NLAST=NTAPE
GO TO 999
403 FORMAT(48H0NEGATIVE NUMBER IS ILLEGAL FOR NUMBER OF LEBALS)
1090 FORMAT(26H0THE VARIABLE FORMAT CARDS)
100 FORMAT(2A6,I2,I5,2I2,I3,I2, A3,I3,A3,I2,27X,3I2)
101 FORMAT(A3,3X,7(I4,A6))
103 FORMAT(33H PROBLEM CODE....................,A6/
1 33H NUMBER OF TREATMENT GROUPS......,I6/
2 33H TOTAL NUMBER OF CASES...........,I6/
3 33H NUMBER OF CARDS PER CASE........,I6/
4 33H NUMBER OF ENTERING VARIABLES....,I6/
5 33H NUMBER OF VARIABLES ADDED.......,I6/
6 33H INDEX OF THE DEPENDENT VARIABLE.,I6/
7 33H PRINT DATA INPUT................,3X,A3/
8 33H NUMBER OF VARIABLES NAMED.......,I6/
9 33H USE DATA CARDS OF LAST PROBLEM..,3X,A3/
* 33H NUMBER OF GROUP DEFINITION CARDS,I6/
1 33H NUMBER OF TRANSGENERATION CARDS.,I6/
2 33H SPECIFIED BCD TAPE NUMBER.......,I6/
3 33H NUMBER OF VARIABLE FORMAT CARDS.,I6)
104 FORMAT(23H TRANS-GENERATION CARDS//)
105 FORMAT(30H CARD NEW TRANS OLD CONST./33H NO. VAR. CODE VAR(A
1) OR VAR(B)//)
106 FORMAT(A6,I3,I2,I3,F6.0)
107 FORMAT(I4,I5,I6,I5,4X,F9.4)
108 FORMAT(A6,22I3)
109 FORMAT(18A4)
110 FORMAT(23H0GROUP DEFINITION CARDS)
111 FORMAT(A6,I2,6(I2,A2,F5.0,A1))
112 FORMAT(/20H0A CASE IS IN GROUP I2,4H IF,)
113 FORMAT(5H VAR(I2,5H) IS A2,1H F9.4,1H A1)
114 FORMAT(20A4)
115 FORMAT(/26H GROUP NO. SAMPLE/25H SPECIFIED ASSIGNED* SIZE
1//)
116 FORMAT(5X,I2,7X,I2,4X,I5)
117 FORMAT(///30H VARIABLE MEANS FOR EACH GROUP//)
118 FORMAT(/11H GROUP NO. I2//)
119 FORMAT(6(' (',A6,1X,F10.4,')')/)
120 FORMAT(41H-SUMS OF SQUARES AND CROSS PRODUCT MATRIX)
121 FORMAT(11H FOR TOTAL.//)
122 FORMAT(15H FOR TREATMENT.//)
123 FORMAT(11H FOR ERROR.//)
124 FORMAT(26H-INVERSE OF THE COVARIATES/21H CROSS PRODUCT MATRIX)
150 FORMAT(1H029X20HTRANSGENERATION CARDI3,35H HAS INVALID CODE FOR TH
1IS PROGRAM.)
151 FORMAT(A6,33I2)
C
250 FORMAT(1H 10F11.4)
415 FORMAT(//64H DATA INPUT (LAST VALUE FOR EACH CASE IS TREATMENT GRO
1UP NUMBER))
418 FORMAT(13H0CASE NUMBER I5)
777 FORMAT(A6)
888 FORMAT(3H X(,I2,1H))
9876 FORMAT(20A4)
9999 FORMAT(1H0,23X,71HNUMBER OF VARIABLE FORMAT CARDS INCORRECTLY SPEC
1IFIED, ASSUMED TO BE 1.)
C
END
C SUBROUTINE MATINV FOR BMD04V APRIL 1, 1966
C MATINV INVERTS AN NXN SYMMETRIC MATRIX
SUBROUTINE MATINV(A,N,IN,V)
DIMENSION A(36,36),IN(36),V(36),U(36)
DO 10 I = 1,N
V(I)=A(I,I)
10 IN(I)=0
D=1.0
K=1
DO 50 L = 1,N
DO 20 I = 1,K
U(I)=A(K,I)
20 A(K,I)=0.0
P=U(K)
DO 30 I = K,N
U(I)=A(I,K)
30 A(I,K)=0.0
T=H
H=-1.E20
IN(K)=1
U(K)=-1.0
D=D*P
DO 50 I = 1,N
Y=U(I)/P
DO 40 J = 1,I
40 A(I,J)=A(I,J)-Y*U(J)
IF(IN(I) .GT. 0) GO TO 50
IF(A(I,I) / V(I) .LE. H) GO TO 50
H=A(I,I)/V(I)
K=I
50 CONTINUE
DO 60 I = 1,N
DO 60 J = 1,I
A(I,J)=-A(I,J)
60 A(J,I)=A(I,J)
RETURN
END
C SUBROUTINE GRPSEL FOR BMD04V APRIL 1, 1966
SUBROUTINE GRPSEL(M)
DIMENSIONDATA(100),NSUB(99,6),CONT(99,6),REL(99,6),OPER(99,6),B(6)
1,NG(99),E(7)
COMMON DATA , NSUB , CONT , REL , OPER , NG
DATA A,O,STAR/'A','O','*'/
DATA E/2HGT,2HLT,2HLE,2HGE,
1 2HEQ,2HNE,2H /
FB=1.0
ASSIGN 105 TO ISKIP
500 DO 90 I=1,6
IS=NSUB(M,I)
IF(REL(M,I) .EQ. E(1)) GO TO 2
IF(REL(M,I) .EQ. E(2)) GO TO 4
IF(REL(M,I) .EQ. E(3)) GO TO 6
IF(REL(M,I) .EQ. E(4)) GO TO 8
IF(REL(M,I) .EQ. E(5)) GO TO 10
IF(REL(M,I) .EQ. E(6)) GO TO 11
IF(REL(M,I) .EQ. E(7)) GO TO 100
96 WRITE (6,4000)REL(M,I)
M=-6
GO TO 104
2 IF(DATA(IS)-CONT(M,I))50,50,20
4 IF(DATA(IS)-CONT(M,I))20,50,50
6 IF(DATA(IS)-CONT(M,I))20,20,50
8 IF(DATA(IS)-CONT(M,I))50,20,20
10 IF(DATA(IS)-CONT(M,I))50,20,50
11 IF(DATA(IS)-CONT(M,I))20,50,20
20 B(I)=1.0
GO TO 90
50 B(I)=0.0
90 CONTINUE
100 GO TO ISKIP,(105,125)
125 IF(OPER(M-1,6) .NE. A) GO TO 150
FB=FB*B(1)
GO TO 175
105 IF(OPER(M,1) .EQ. A) GO TO 147
IF(OPER(M,1) .NE. O) GO TO 170
147 FB=B(1)
GO TO 175
150 IF(OPER(M-1,6) .EQ. O) GO TO 152
I = 6
REL(M,6)=OPER(M-1,6)
GO TO 96
170 FB=B(1)
GO TO 350
152 IF(FB .LE. 0.) GO TO 147
175 DO 300 I=1,5
IF(OPER(M,I) .NE. A) GO TO 222
FB = FB*B(I+1)
GO TO 300
222 IF(OPER(M,I) .NE. O) GO TO 333
IF(FB .GT. 0.) GO TO 300
FB=B(I+1)
300 CONTINUE
IF(OPER(M,6) .EQ. STAR) GO TO 350
M=M+1
ASSIGN 125 TO ISKIP
GO TO 500
333 IF(OPER(M,I) .EQ. STAR) GO TO 350
REL(M,I)=OPER(M,I)
GO TO 96
350 IF(FB .LE. 0.) GO TO 104
DATA(100) = NG(M)
104 RETURN
4000 FORMAT(1H014X30HILLEGAL OPERATION OR RELATION A2,57H. PROGRAM WILL
1 PROCEED TO NEXT JOB, IF ANY, OR TERMINATE.)
END
C SUBROUTINE PATTY2 FOR BMD04V APRIL 1, 1966
SUBROUTINE PATTY2 (A,N,NAMES)
DIMENSION NAMES(36),NN(8),A(36,36)
DOUBLE PRECISION NAMES,NN
IT=1
KK=0
K1=IT
K2=MIN0(8,N)
10 KK=KK+8
IF(N .LE. KK) GO TO 20
IT=IT+1
GO TO 10
20 DO 70 JX=1,IT
LLL=K2-K1+1
LL=0
DO 30 JJ=K1,K2
LL=LL+1
30 NN(LL)=NAMES(JJ)
WRITE (6,50) (NN(II),II=1,LLL)
DO 40 I=1,N
40 WRITE (6,60)NAMES(I),(A(I,J),J=K1,K2)
K1=K2+1
K2=K1+7
K2=MIN0(K2,N)
50 FORMAT(1H0,13X,A6,7(8X,A6)/)
60 FORMAT(1H ,A6,1X,8F14.4)
70 CONTINUE
RETURN
END
SUBROUTINE TG41(II,M)
DIMENSIONDATA(100),NSUB(99,6),CONT(99,6),REL(99,6),OPER(99,6),NG(9
19),NEW(99),JUMP(99),NA(99),BN(99)
COMMON DATA , NSUB , CONT , REL , OPER , NG
COMMON LH , NEW , JUMP , NA , BN , IERROR
COMMON NVAR , NTG , NCASE
EXTERNAL SIGN
ASN(X) = ATAN(X/SQRT(1.-X**2))
SAMPX=NCASE
PI2=1.57079633
DO 1010 I=1,NTG
JOKE=JUMP(I)
NW=NEW(I)
IF(NW .GE. 100) GO TO 97
NAA=NA(I)
IF(NAA .GE. 100) GO TO 97
100 NB=BN(I)
BBN=BN(I)
D1=DATA(NAA)
IF(JOKE .LE. 17) GO TO 33
JOKE=JOKE-2
IF(JOKE .LE. 22) GO TO 33
JOKE=23
33 GO TO (1,2,3,4,5,6,7,8,9,10,111,111,111,111,150,111,170,180,190,20
1,21,22,230),JOKE
1 IF( D1 )99,11,12
11 D2=0.0
GO TO 1000
12 D2=SQRT(D1)
GO TO 1000
2 IF( D1 )99,13,14
13 D2=1.0
GO TO 1000
14 D2 =SQRT( D1 )+SQRT( D1 +1.0)
GO TO 1000
3 IF( D1 .LE. 0.) GO TO 99
D2=ALOG10(D1)
GO TO 1000
4 D2=EXP(D1)
GO TO 1000
5 IF( D1 )99,11,17
17 IF( D1 -1.0)18,19,99
19 D2=PI2
GO TO 1000
18 A=SQRT(D1)
D2=ASN(A)
GO TO 1000
6 A= D1 /(SAMPX+1.0)
B=A+1.0/(SAMPX+1.0)
IF(A)99,27,24
27 D2 =ASN(SQRT(B))
GO TO 1000
24 IF(B)99,28,29
28 IF(A-1.0)285,287,99
285 D2 =ASN(SQRT(A))*2.0
GO TO 1000
287 D2 =3.14159265
GO TO 1000
29 A=SQRT(A)
B=SQRT(B)
IF(A .GT. 1. .OR. B .GT. 1.) GO TO 99
D2 =ASN(A)+ASN(B)
GO TO 1000
7 IF( D1 .EQ. 0.) GO TO 99
D2 =1.0/D1
GO TO 1000
8 D2=D1-BBN
GO TO 1000
9 D2=D1*BBN
GO TO 1000
10 IF( D1 )99,11,32
32 D2=D1**BBN
GO TO 1000
111 IF(NB .GE. 100) GO TO 97
NSKIP=JOKE-10
GO TO(110,120,130,140,150,160),NSKIP
110 D2 = D1 +DATA(NB)
GO TO 1000
120 D2 = D1 -DATA(NB)
GO TO 1000
130 D2 = D1 *DATA(NB)
GO TO 1000
140 IF(DATA(NB) .EQ. 0.) GO TO 98
D2 = D1 /DATA(NB)
GO TO 1000
150 IF( D1 -BBN)11,13,13
160 IF( D1 -DATA(NB))11,13,13
170 IF( D1 .LE. 0.) GO TO 99
D2 =ALOG(D1)
GO TO 1000
180 D2 =SIN(D1)
GO TO 1000
190 D2 =COS(D1)
GO TO 1000
20 IF(( D1 -PI2)*(-PI2- D1 ) .GT. 0.) GO TO 99
D2=ATAN(D1)
GO TO 1000
21 IF( D1 )99,11,38
38 IF(NB .GE. 100) GO TO 97
D2=D1**DATA(NB)
GO TO 1000
22 IF(BBN)99,11,40
40 D2=BBN**D1
GO TO 1000
230 IF( D1 .NE. 0.) GO TO 1000
IF(SIGN(10.0, D1 ))43,1000,1000
43 D2=BBN
GO TO 1000
97 WRITE (6,4001)I
GO TO 991
98 NAA=NB
99 WRITE (6,4000)NAA,JUMP(I),II,M
991 WRITE (6,4002)
GO TO 1010
1000 DATA(NW)=D2
1010 CONTINUE
999 RETURN
4000 FORMAT(17H0DATA OF VARIABLEI4,30H VIOLATES RESTRICTION FOR CODEI3,
130H. THIS WAS FOR TREATMENT GROUPI3,7H SAMPLEI4)
4001 FORMAT(20H0TRANSGENERATOR CARDI3,44H HAS VARIABLE NUMBERS TOO LARG
1E FOR PROGRAM.)
4002 FORMAT(32H THE DATA WILL REMAIN UNCHANGED.)
END
C SUBROUTINE TPWD FOR BMD04V APRIL 1, 1966
SUBROUTINE TPWD(NT1,NT2)
IF(NT1)40,10,12
10 NT1=5
12 IF(NT1 .EQ. NT2) GO TO 19
IF(NT2.EQ.5)GO TO 18
15 REWIND NT2
19 IF(NT1 .EQ. 5) GO TO 24
18 IF(NT1 .EQ. 6) GO TO 40
REWIND NT1
24 NT2=NT1
RETURN
40 WRITE (6,49)
STOP
49 FORMAT(25H ERROR ON TAPE ASSIGNMENT)
END
SUBROUTINE WRT(N1,N2,N3,N5,N6,TREYY,ERRYY,TOTYY,SSDERR,SSAERR,
1SMAERR,SSDTOT,SSATOT,TEST,FTEST,ADJTES,NCOV,SMATOT,BIG,NGRPS,NAMES
2,ERRXX,TOTXX)
DOUBLE PRECISION NAMES
DIMENSION DATA(100),NSUB(99,6),CONT(99,6),REL(99,6),OPER(99,6),
*NG(99),X(36),SSVAR(99,36),TOTXX(36,36),ERRXX(36,36),B(35),C(35),
1D(35),SEB(35),SEC(35),ADY(99),SEADY(99),NAMES(36)
COMMON DATA,NSUB,CONT,REL,OPER,NG
COMMON LH,NEW(99),JUMP(99),NA(99),BN(99),IERROR
COMMON NVAR,NTG,NCASE
COMMON /WT/B,C,D,SEB,SEC,SSVAR,ADY,SEADY
WRITE(6, 125)
WRITE(6, 126)
WRITE(6, 127)
WRITE(6, 128)
WRITE(6, 129)
WRITE(6, 127)
WRITE(6, 130)
WRITE(6, 127)
WRITE(6, 131)
WRITE(6, 132)N1,TREYY
WRITE(6, 127)
WRITE(6, 130)
WRITE(6, 127)
WRITE(6, 133)
WRITE(6, 134)N2,ERRYY,SSDERR,SSAERR,N5,SMAERR
WRITE(6, 130)
WRITE(6, 127)
WRITE(6, 131)
WRITE(6, 136)
WRITE(6, 137)N3,TOTYY,SSDTOT,SSATOT,N6
WRITE(6, 127)
WRITE(6, 130)
WRITE(6, 127)
WRITE(6, 138)TEST,N1,ADJTES
WRITE(6, 127)
WRITE(6, 126)
WRITE(6, 139)
WRITE(6, 140)N1,N5,FTEST
WRITE(6, 135)
WRITE(6, 142)
WRITE(6, 152)
125 FORMAT(1H135X,28HANALYSIS OF COVARIANCE TABLE/)
126 FORMAT(1H 93(1H*))
127 FORMAT(2H *,11X,1HI,7X,1HI,3(15X,1HI),7X,1HI,15X,1H*)
128 FORMAT(2H *,11X,1HI,7X,1HI,15X,33HI SUM-SQUARES I SUM-SQUARES
*I, 7X,1HI,15X,1H*)
129 FORMAT(94H * SOURCE I DF I YY I (DUE) I
* (ABOUT) I DF I MEAN-SQUARE *)
130 FORMAT(2H *,91(1H-),1H*)
131 FORMAT(14H * TREATMENT I,7X,1HI,3(15X,1HI),7X,1HI,15X,1H*)
132 FORMAT(15H * (BETWEEN) I ,I5,1H ,2HI ,F13.4,1H ,2(2HI ,13X,1H ),2H
*I ,5X,3H I ,13X,2H *)
133 FORMAT(14H * ERROR I,7X,1HI,3(15X,1HI),7X,1HI,15X,1H*)
134 FORMAT(15H * (WITHIN) I ,I5,1X,3(2HI F13.4,1H ),2HI I5,3H I F13.4
X,2H *)
135 FORMAT(/22H0TABLE OF COEFFICIENTS//)
136 FORMAT(14H * + ERROR I,7X,1HI,3(15X,1HI),7X,1HI,15X,1H*)
137 FORMAT(15H * (TOTAL) I ,I5,1X,3(2HI F13.4,1H ),1HII6,2H I15X1H*)
138 FORMAT(55H *DIFFERENCE FOR TESTING ADJUSTED TREATMENT MEANS....I F
*13.4,3H I ,I5,3H I ,F13.4,2H *)
139 FORMAT(//54H0NULL HYPOTHESIS. NO DIFFERENCE AMONG TREATMENTS AFTER
*/18X,26HADJUSTING WITH COVARIATES.//)
140 FORMAT(18X,2HF(,I5,1H,I5,2H)=,F8.3//)
142 FORMAT(1H 16X,19HTREATMENT (BETWEEN))
152 FORMAT(1H 8X,11HCOEFFICIENT//)
DO 68 I=1,NCOV
68 WRITE(6, 144)NAMES(I),D(I)
WRITE(6, 141)
WRITE(6, 145)
WRITE(6, 143)
DO 69 I=1,NCOV
SEB(I)=SMAERR*ERRXX(I,I)
SEB(I)=SQRT(SEB(I))
T=B(I)/SEB(I)
69 WRITE(6, 144)NAMES(I),B(I),SEB(I),T
WRITE(6, 141)
WRITE(6, 146)
WRITE(6, 143)
DO 70 I=1,NCOV
SEC(I)=SMATOT*TOTXX(I,I)
SEC(I)=SQRT(SEC(I))
T=C(I)/SEC(I)
70 WRITE(6, 144)NAMES(I),C(I),SEC(I),T
DO 821 I=1,NCOV
X(I)=0.0
DO 821 J=1,NGRPS
T1=NG(J)
821 X(I)=X(I)+SSVAR(J,I)*T1/BIG
DO 72 J=1,NGRPS
T=0.0
T1=NG(J)
T1=1.0/T1
DO 71 I=1,NCOV
71 T=T+B(I)*(SSVAR(J,I)-X(I))
ADY(J)=SSVAR(J,NVAR)-T
DO 73 I=1,NCOV
DO 73 K=1,NCOV
73 T1=T1+(SSVAR(J,I)-X(I))*ERRXX(I,K)*(SSVAR(J,K)-X(K))
72 SEADY(J)=SQRT(SMAERR*T1)
WRITE(6, 147)
WRITE(6, 148)
DO 76 I=1,NGRPS
76 WRITE(6, 149)I,SSVAR(I,NVAR),ADY(I),SEADY(I)
141 FORMAT(/60H0TABLE OF COEFFICIENTS,STANDARD ERRORS AND COMPUTED T-V
*ALUES//)
143 FORMAT(1H 8X,39HCOEFFICIENT STAND. ERROR T-VALUE//)
144 FORMAT(1H ,A6,3(1X,F13.4))
145 FORMAT(1H 17X,14HERROR (WITHIN))
146 FORMAT(1H 11X,23HTREATMENT+ERROR (TOTAL))
147 FORMAT(44H1TABLE OF ADJUSTED MEANS AND STANDARD ERRORS//)
148 FORMAT(48H TREATMENT TREATMENT ADJUSTED SE ADJUSTED/6H NO
*.7X,4HMEAN9X,4HMEAN/)
149 FORMAT(1H ,I5,F16.4,2F13.4)
RETURN
END