--- imach/src/imach.c 2022/09/09 17:55:22 1.339 +++ imach/src/imach.c 2022/09/11 19:54:09 1.342 @@ -1,6 +1,28 @@ -/* $Id: imach.c,v 1.339 2022/09/09 17:55:22 brouard Exp $ +/* $Id: imach.c,v 1.342 2022/09/11 19:54:09 brouard Exp $ $State: Exp $ $Log: imach.c,v $ + Revision 1.342 2022/09/11 19:54:09 brouard + Summary: 0.99r38 + + * imach.c (Module): Adding timevarying products of any kinds, + should work before shifting cotvar from ncovcol+nqv columns in + order to have a correspondance between the column of cotvar and + the id of column. + (Module): Some cleaning and adding covariates in ILK.txt + + Revision 1.341 2022/09/11 07:58:42 brouard + Summary: Version 0.99r38 + + After adding change in cotvar. + + Revision 1.340 2022/09/11 07:53:11 brouard + Summary: Version imach 0.99r37 + + * imach.c (Module): Adding timevarying products of any kinds, + should work before shifting cotvar from ncovcol+nqv columns in + order to have a correspondance between the column of cotvar and + the id of column. + Revision 1.339 2022/09/09 17:55:22 brouard Summary: version 0.99r37 @@ -1308,15 +1330,16 @@ typedef struct { #define ODIRSEPARATOR '\\' #endif -/* $Id: imach.c,v 1.339 2022/09/09 17:55:22 brouard Exp $ */ +/* $Id: imach.c,v 1.342 2022/09/11 19:54:09 brouard Exp $ */ /* $State: Exp $ */ #include "version.h" char version[]=__IMACH_VERSION__; char copyright[]="September 2022,INED-EUROREVES-Institut de longevite-Japan Society for the Promotion of Science (Grant-in-Aid for Scientific Research 25293121), Intel Software 2015-2020, Nihon University 2021-202, INED 2000-2022"; -char fullversion[]="$Revision: 1.339 $ $Date: 2022/09/09 17:55:22 $"; +char fullversion[]="$Revision: 1.342 $ $Date: 2022/09/11 19:54:09 $"; char strstart[80]; char optionfilext[10], optionfilefiname[FILENAMELENGTH]; int erreur=0, nberr=0, nbwarn=0; /* Error number, number of errors number of warnings */ +int debugILK=0; /* debugILK is set by a #d in a comment line */ int nagesqr=0, nforce=0; /* nagesqr=1 if model is including age*age, number of forces */ /* Number of covariates model (1)=V2+V1+ V3*age+V2*V4 */ /* Model(2) V1 + V2 + V3 + V8 + V7*V8 + V5*V6 + V8*age + V3*age + age*age */ @@ -1495,7 +1518,7 @@ double **covar; /**< covar[j,i], value * covar=matrix(0,NCOVMAX,1,n); * cov[Tage[kk]+2]=covar[Tvar[Tage[kk]]][i]*age; */ double **coqvar; /* Fixed quantitative covariate nqv */ -double ***cotvar; /* Time varying covariate ntv */ +double ***cotvar; /* Time varying covariate start at ncovcol + nqv + (1 to ntv) */ double ***cotqvar; /* Time varying quantitative covariate itqv */ double idx; int **nbcode, *Tvar; /**< model=V2 => Tvar[1]= 2 */ @@ -1507,7 +1530,7 @@ int **nbcode, *Tvar; /**< model=V2 => Tv * cptcovn number of covariates (not including constant and age or age*age) = number of plus sign + 1 = 10+1=11 * For time varying covariate, quanti or dummies * cotqvar[wav][iv(1 to nqtv)][i]= [1][12][i]=(V12) quanti - * cotvar[wav][ntv+iv][i]= [3+(1 to nqtv)][i]=(V12) quanti + * cotvar[wav][ncovcol+nqv+ iv(1 to nqtv)][i]= [(1 to nqtv)][i]=(V12) quanti * cotvar[wav][iv(1 to ntv)][i]= [1][1][i]=(V9) dummies at wav 1 * cotvar[wav][iv(1 to ntv)][i]= [1][2][i]=(V10) dummies at wav 1 * covar[Vk,i], value of the Vkth fixed covariate dummy or quanti for individual i: @@ -3880,6 +3903,7 @@ double func( double *x) int ioffset=0; int ipos=0,iposold=0,ncovv=0; + double cotvarv, cotvarvold; double l, ll[NLSTATEMAX+1], cov[NCOVMAX+1]; double **out; double lli; /* Individual log likelihood */ @@ -3927,7 +3951,7 @@ double func( double *x) mw[mi][i] is real wave of the mi th effectve wave */ /* Then statuses are computed at each begin and end of an effective wave s1=s[ mw[mi][i] ][i]; s2=s[mw[mi+1][i]][i]; - And the iv th varying covariate is the cotvar[mw[mi+1][i]][iv][i] + And the iv th varying covariate is the cotvar[mw[mi+1][i]][iv][i] because now is moved after nvocol+nqv But if the variable is not in the model TTvar[iv] is the real variable effective in the model: meaning that decodemodel should be used cotvar[mw[mi+1][i]][TTvar[iv]][i] */ @@ -3937,25 +3961,21 @@ double func( double *x) /* /\* cov[ioffset+TvarVind[k]]=cotvar[mw[mi][i]][Tvar[TvarVind[k]]][i]; but where is the crossproduct? *\/ */ /* cov[ioffset+TvarVind[k]]=cotvar[mw[mi][i]][Tvar[TvarVind[k]]-ncovcol-nqv][i]; */ /* } */ - for(ncovv=1, ipos=0; ncovv <= ncovvt ; ncovv++){ /* Varying covariates (single and product but no age )*/ - itv=TvarVV[ncovv]; /* TvarVV={3, 1, 3} */ - ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] */ + for(ncovv=1, iposold=0; ncovv <= ncovvt ; ncovv++){ /* Varying covariates (single and product but no age )*/ + itv=TvarVV[ncovv]; /* TvarVV={3, 1, 3} gives the name of each varying covariate */ + ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] gives the position in the model of the ncovv th varying covariate*/ + if(TvarFind[itv]==0){ /* Not a fixed covariate */ + cotvarv=cotvar[mw[mi][i]][TvarVV[ncovv]][i]; /* cotvar[wav][ncovcol+nqv+iv][i] */ + }else{ /* fixed covariate */ + cotvarv=covar[Tvar[TvarFind[itv]]][i]; + } if(ipos!=iposold){ /* Not a product or first of a product */ - /* TvarFind={1,0,0,0} */ - if(TvarFind[itv]==0){ - cov[ioffset+ipos]= cotvar[mw[mi][i]][ncovv][i]; /* Should be covar if fixed covar[Tvar[TvarFind[itv]]][i]*/ - }else{ - cov[ioffset+ipos]=covar[Tvar[TvarFind[itv]]][i]; - } - }else{ - if(TvarFind[itv]==0){ - cov[ioffset+ipos]*= cotvar[mw[mi][i]][ncovv][i]; /* Should be covar if fixed covar[Tvar[TvarFind[itv]]][i]*/ - }else{ - cov[ioffset+ipos]*=covar[Tvar[TvarFind[itv]]][i]; - } + cotvarvold=cotvarv; + }else{ /* A second product */ + cotvarv=cotvarv*cotvarvold; } iposold=ipos; - /* For products */ + cov[ioffset+ipos]=cotvarv; } /* for(itv=1; itv <= ntveff; itv++){ /\* Varying dummy covariates (single??)*\/ */ /* iv= Tvar[Tmodelind[ioffset-2-nagesqr-cptcovage+itv]]-ncovcol-nqv; /\* Counting the # varying covariate from 1 to ntveff *\/ */ @@ -3988,7 +4008,7 @@ double func( double *x) if(!FixedV[Tvar[Tage[kk]]]) cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; /* Tage[kk] gives the data-covariate associated with age */ else - cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; + cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ } out=matprod2(newm,oldm,1,nlstate+ndeath,1,nlstate+ndeath, 1,nlstate+ndeath,pmij(pmmij,cov,ncovmodel,x,nlstate)); @@ -4084,7 +4104,7 @@ double func( double *x) } /*lli=(1.+bbh)*log(out[s1][s2])- bbh*log(savm[s1][s2]);*/ /*if(lli ==000.0)*/ - /*printf("bbh= %f lli=%f savm=%f out=%f %d\n",bbh,lli,savm[s1][s2], out[s[mw[mi][i]][i]][s[mw[mi+1][i]][i]],i); */ + /* printf("num[i], i=%d, bbh= %f lli=%f savm=%f out=%f %d\n",bbh,lli,savm[s1][s2], out[s[mw[mi][i]][i]][s[mw[mi+1][i]][i]],i); */ ipmx +=1; sw += weight[i]; ll[s[mw[mi][i]][i]] += 2*weight[i]*lli; @@ -4101,7 +4121,7 @@ double func( double *x) cov[ioffset+TvarFind[k]]=covar[Tvar[TvarFind[k]]][i]; for(mi=1; mi<= wav[i]-1; mi++){ for(k=1; k <= ncovv ; k++){ - cov[ioffset+TvarVind[k]]=cotvar[mw[mi][i]][Tvar[TvarVind[k]]-ncovcol-nqv][i]; + cov[ioffset+TvarVind[k]]=cotvar[mw[mi][i]][Tvar[TvarVind[k]]][i]; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ } for (ii=1;ii<=nlstate+ndeath;ii++) for (j=1;j<=nlstate+ndeath;j++){ @@ -4148,7 +4168,10 @@ double func( double *x) if(nagesqr==1) cov[3]= agexact*agexact; for (kk=1; kk<=cptcovage;kk++) { - cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; + if(!FixedV[Tvar[Tage[kk]]]) + cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; /* Tage[kk] gives the data-covariate associated with age */ + else + cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ } out=matprod2(newm,oldm,1,nlstate+ndeath,1,nlstate+ndeath, 1,nlstate+ndeath,pmij(pmmij,cov,ncovmodel,x,nlstate)); @@ -4204,7 +4227,7 @@ double func( double *x) ipmx +=1; sw += weight[i]; ll[s[mw[mi][i]][i]] += 2*weight[i]*lli; -/* printf("i=%6d s1=%1d s2=%1d mi=%1d mw=%1d dh=%3d prob=%10.6f w=%6.4f out=%10.6f sav=%10.6f\n",i,s1,s2,mi,mw[mi][i],dh[mi][i],exp(lli),weight[i],out[s1][s2],savm[s1][s2]); */ + /* printf("i=%6d s1=%1d s2=%1d mi=%1d mw=%1d dh=%3d prob=%10.6f w=%6.4f out=%10.6f sav=%10.6f\n",i,s1,s2,mi,mw[mi][i],dh[mi][i],exp(lli),weight[i],out[s1][s2],savm[s1][s2]); */ } /* end of wave */ } /* end of individual */ }else{ /* ml=5 no inter-extrapolation no jackson =0.8a */ @@ -4223,7 +4246,10 @@ double func( double *x) if(nagesqr==1) cov[3]= agexact*agexact; for (kk=1; kk<=cptcovage;kk++) { - cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; + if(!FixedV[Tvar[Tage[kk]]]) + cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; /* Tage[kk] gives the data-covariate associated with age */ + else + cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ } out=matprod2(newm,oldm,1,nlstate+ndeath,1,nlstate+ndeath, @@ -4256,6 +4282,7 @@ double funcone( double *x) int ioffset=0; int ipos=0,iposold=0,ncovv=0; + double cotvarv, cotvarvold; double l, ll[NLSTATEMAX+1], cov[NCOVMAX+1]; double **out; double lli; /* Individual log likelihood */ @@ -4310,9 +4337,7 @@ double funcone( double *x) mw[mi][i] is real wave of the mi th effectve wave */ /* Then statuses are computed at each begin and end of an effective wave s1=s[ mw[mi][i] ][i]; s2=s[mw[mi+1][i]][i]; - And the iv th varying covariate is the cotvar[mw[mi+1][i]][iv][i] - But if the variable is not in the model TTvar[iv] is the real variable effective in the model: - meaning that decodemodel should be used cotvar[mw[mi+1][i]][TTvar[iv]][i] + And the iv th varying covariate in the DATA is the cotvar[mw[mi+1][i]][ncovcol+nqv+iv][i] */ /* This part may be useless now because everythin should be in covar */ /* for (k=1; k<=nqfveff;k++){ /\* Simple and product fixed Quantitative covariates without age* products *\/ */ @@ -4337,24 +4362,30 @@ double funcone( double *x) /* We need the position of the time varying or product in the model */ /* TvarVVind={2,5,5}, for V3 at position 2 and then the product V1*V3 is decomposed into V1 and V3 but at same position 5 */ /* TvarVV gives the variable name */ - for(ncovv=1, ipos=0; ncovv <= ncovvt ; ncovv++){ /* Varying covariates (single and product but no age )*/ - itv=TvarVV[ncovv]; /* TvarVV={3, 1, 3} */ - ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] */ + /* Other example V1 + V3 + V5 + age*V1 + age*V3 + age*V5 + V1*V3 + V3*V5 + V1*V5 + * k= 1 2 3 4 5 6 7 8 9 + * varying 1 2 3 4 5 + * ncovv 1 2 3 4 5 6 7 8 + * TvarVV V3 5 1 3 3 5 1 5 + * TvarVVind 2 3 7 7 8 8 9 9 + * TvarFind[k] 1 0 0 0 0 0 0 0 0 + * cotvar starts at ntv=2 (because of V3 V4) + */ + for(ncovv=1, iposold=0; ncovv <= ncovvt ; ncovv++){ /* Varying covariates (single and product but no age) including individual from products */ + itv=TvarVV[ncovv]; /* TvarVV={3, 1, 3} gives the name of each varying covariate */ + ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] gives the position in the model of the ncovv th varying covariate*/ + if(TvarFind[itv]==0){ /* Not a fixed covariate */ + cotvarv=cotvar[mw[mi][i]][TvarVV[ncovv]][i]; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ + }else{ /* fixed covariate */ + cotvarv=covar[Tvar[TvarFind[itv]]][i]; + } if(ipos!=iposold){ /* Not a product or first of a product */ - /* TvarFind={1,0,0,0} */ - if(TvarFind[itv]==0){ - cov[ioffset+ipos]= cotvar[mw[mi][i]][ncovv][i]; /* Should be covar if fixed covar[Tvar[TvarFind[itv]]][i]*/ - }else{ - cov[ioffset+ipos]=covar[Tvar[TvarFind[itv]]][i]; - } - }else{ - if(TvarFind[itv]==0){ - cov[ioffset+ipos]*= cotvar[mw[mi][i]][ncovv][i]; /* Should be covar if fixed covar[Tvar[TvarFind[itv]]][i]*/ - }else{ - cov[ioffset+ipos]*=covar[Tvar[TvarFind[itv]]][i]; - } + cotvarvold=cotvarv; + }else{ /* A second product */ + cotvarv=cotvarv*cotvarvold; } iposold=ipos; + cov[ioffset+ipos]=cotvarv; /* For products */ } /* for(itv=1; itv <= ntveff; itv++){ /\* Varying dummy covariates single *\/ */ @@ -4397,7 +4428,7 @@ double funcone( double *x) if(!FixedV[Tvar[Tage[kk]]]) cov[Tage[kk]+2+nagesqr]=covar[Tvar[Tage[kk]]][i]*agexact; else - cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; + cov[Tage[kk]+2+nagesqr]=cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]*agexact; /* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ } /* printf("i=%d,mi=%d,d=%d,mw[mi][i]=%d\n",i, mi,d,mw[mi][i]); */ /* savm=pmij(pmmij,cov,ncovmodel,x,nlstate); */ @@ -4452,7 +4483,8 @@ double funcone( double *x) ipmx +=1; sw += weight[i]; ll[s[mw[mi][i]][i]] += 2*weight[i]*lli; - /* printf("Funcone i=%6d s1=%1d s2=%1d mi=%1d mw=%1d dh=%3d prob=%10.6f w=%6.4f out=%10.6f sav=%10.6f\n",i,s1,s2,mi,mw[mi][i],dh[mi][i],exp(lli),weight[i],(s2==-1? -1: out[s1][s2]),(s2==-1? -1: savm[s1][s2])); */ + /* Printing covariates values for each contribution for checking */ + /* printf(" s1=%1d s2=%1d mi=%1d mw=%1d dh=%3d prob=%10.6f w=%6.4f out=%10.6f sav=%10.6f\n",s1,s2,mi,mw[mi][i],dh[mi][i],exp(lli),weight[i],(s2==-1? -1: out[s1][s2]),(s2==-1? -1: savm[s1][s2])); */ if(globpr){ fprintf(ficresilk,"%09ld %6.1f %6.1f %6d %2d %2d %2d %2d %3d %15.6f %8.4f %8.3f\ %11.6f %11.6f %11.6f ", \ @@ -4467,9 +4499,37 @@ double funcone( double *x) fprintf(ficresilk," %10.6f",-ll[k]*gipmx/gsw); /* printf(" %10.6f",-ll[k]*gipmx/gsw); */ } - fprintf(ficresilk," %10.6f\n", -llt); + fprintf(ficresilk," %10.6f", -llt); /* printf(" %10.6f\n", -llt); */ - } + /* if(debugILK){ /\* debugILK is set by a #d in a comment line *\/ */ + fprintf(ficresilk,"%09ld ", num[i]); + for (kf=1; kf<=ncovf;kf++){ /* Simple and product fixed covariates without age* products *//* Missing values are set to -1 but should be dropped */ + fprintf(ficresilk," %g",covar[Tvar[TvarFind[kf]]][i]); + } + for(ncovv=1, iposold=0; ncovv <= ncovvt ; ncovv++){ /* Varying covariates (single and product but no age) including individual from products */ + ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] gives the position in the model of the ncovv th varying covariate*/ + if(ipos!=iposold){ /* Not a product or first of a product */ + fprintf(ficresilk," %g",cov[ioffset+ipos]); + /* printf(" %g",cov[ioffset+ipos]); */ + }else{ + fprintf(ficresilk,"*"); + /* printf("*"); */ + } + iposold=ipos; + } + for (kk=1; kk<=cptcovage;kk++) { + if(!FixedV[Tvar[Tage[kk]]]){ + fprintf(ficresilk," %g*age",covar[Tvar[Tage[kk]]][i]); + /* printf(" %g*age",covar[Tvar[Tage[kk]]][i]); */ + }else{ + fprintf(ficresilk," %g*age",cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]);/* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ + /* printf(" %g*age",cotvar[mw[mi][i]][Tvar[Tage[kk]]][i]);/\* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) *\/ */ + } + } + /* printf("\n"); */ + /* } /\* End debugILK *\/ */ + fprintf(ficresilk,"\n"); + } /* End if globpr */ } /* end of wave */ } /* end of individual */ for(k=1,l=0.; k<=nlstate; k++) l += ll[k]; @@ -4490,8 +4550,9 @@ void likelione(FILE *ficres,double p[], the selection of individuals/waves and to check the exact contribution to the likelihood. Plotting could be done. - */ - int k; + */ + void pstamp(FILE *ficres); + int k, kf, kk, ncovv, iposold, ipos; if(*globpri !=0){ /* Just counts and sums, no printings */ strcpy(fileresilk,"ILK_"); @@ -4500,13 +4561,43 @@ void likelione(FILE *ficres,double p[], printf("Problem with resultfile: %s\n", fileresilk); fprintf(ficlog,"Problem with resultfile: %s\n", fileresilk); } + pstamp(ficresilk);fprintf(ficresilk,"# model=1+age+%s\n",model); fprintf(ficresilk, "#individual(line's_record) count ageb ageend s1 s2 wave# effective_wave# number_of_matrices_product pij weight weight/gpw -2ln(pij)*weight 0pij_x 0pij_(x-stepm) cumulating_loglikeli_by_health_state(reweighted=-2ll*weightXnumber_of_contribs/sum_of_weights) and_total\n"); fprintf(ficresilk, "#num_i ageb agend i s1 s2 mi mw dh likeli weight %%weight 2wlli out sav "); /* i,s1,s2,mi,mw[mi][i],dh[mi][i],exp(lli),weight[i],2*weight[i]*lli,out[s1][s2],savm[s1][s2]); */ for(k=1; k<=nlstate; k++) fprintf(ficresilk," -2*gipw/gsw*weight*ll[%d]++",k); - fprintf(ficresilk," -2*gipw/gsw*weight*ll(total)\n"); - } + fprintf(ficresilk," -2*gipw/gsw*weight*ll(total) "); + + /* if(debugILK){ /\* debugILK is set by a #d in a comment line *\/ */ + for(kf=1;kf <= ncovf; kf++){ + fprintf(ficresilk,"V%d",Tvar[TvarFind[kf]]); + /* printf("V%d",Tvar[TvarFind[kf]]); */ + } + for(ncovv=1, iposold=0; ncovv <= ncovvt ; ncovv++){ + ipos=TvarVVind[ncovv]; /* TvarVVind={2, 5, 5] gives the position in the model of the ncovv th varying covariate*/ + if(ipos!=iposold){ /* Not a product or first of a product */ + /* printf(" %d",ipos); */ + fprintf(ficresilk," V%d",TvarVV[ncovv]); + }else{ + /* printf("*"); */ + fprintf(ficresilk,"*"); + } + iposold=ipos; + } + for (kk=1; kk<=cptcovage;kk++) { + if(!FixedV[Tvar[Tage[kk]]]){ + /* printf(" %d*age(Fixed)",Tvar[Tage[kk]]); */ + fprintf(ficresilk," %d*age(Fixed)",Tvar[Tage[kk]]); + }else{ + fprintf(ficresilk," %d*age(Varying)",Tvar[Tage[kk]]);/* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ + /* printf(" %d*age(Varying)",Tvar[Tage[kk]]);/\* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) *\/ */ + } + } + /* } /\* End if debugILK *\/ */ + /* printf("\n"); */ + fprintf(ficresilk,"\n"); + } /* End glogpri */ *fretone=(*func)(p); if(*globpri !=0){ @@ -5249,7 +5340,8 @@ Title=%s
Datafile=%s Firstpass=%d La if(anyvaryingduminmodel==1){ /* Some are varying covariates */ for (z1=1; z1<=cptcoveff; z1++) { if( Fixed[Tmodelind[z1]]==1){ - iv= Tvar[Tmodelind[z1]]-ncovcol-nqv; + /* iv= Tvar[Tmodelind[z1]]-ncovcol-nqv; /\* Good *\/ */ + iv= Tvar[Tmodelind[z1]]; /* Good *//* because cotvar starts now at first at ncovcol+nqv+ntv */ if (cotvar[m][iv][iind]!= nbcode[Tvaraff[z1]][codtabm(j1,TnsdVar[Tvaraff[z1]])]) /* iv=1 to ntv, right modality. If covariate's value is -1, we don't select. It differs from the constant and age model which counts them. */ @@ -5330,7 +5422,7 @@ Title=%s
Datafile=%s Firstpass=%d La fprintf(ficresphtm, "\n

********** Variable "); fprintf(ficresphtmfr, "\n

********** Variable "); fprintf(ficlog, "\n#********** Variable "); - for (z1=1; z1<=cptcovs; z1++){ + for (z1=1; z1<=cptcoveff; z1++){ if(!FixedV[Tvaraff[z1]]){ printf( "V%d(fixed)=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,TnsdVar[Tvaraff[z1]])]); fprintf(ficresp, "V%d(fixed)=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,TnsdVar[Tvaraff[z1]])]); @@ -5786,7 +5878,7 @@ void prevalence(double ***probs, double /* Tvar[Tmodelind[z1]] is the n of Vn; n-ncovcol-nqv is the first time varying covariate or iv */ for (z1=1; z1<=cptcoveff; z1++){ if( Fixed[Tmodelind[z1]]==1){ - iv= Tvar[Tmodelind[z1]]-ncovcol-nqv; + iv= Tvar[Tmodelind[z1]];/* because cotvar starts now at first ncovcol+nqv+ (1 to nqtv) */ if (cotvar[m][iv][i]!= nbcode[Tvaraff[z1]][codtabm(j1,TnsdVar[Tvaraff[z1]])]) /* iv=1 to ntv, right modality */ bool=0; }else if( Fixed[Tmodelind[z1]]== 0) /* fixed */ @@ -6193,7 +6285,7 @@ void concatwav(int wav[], int **dh, int break; } /* end switch */ } /* end dummy test */ - if(Dummy[k]==1 && Typevar[k] !=1){ /* Quantitative covariate and not age product */ + if(Dummy[k]==1 && Typevar[k] !=1 && Fixed ==0){ /* Fixed Quantitative covariate and not age product */ for (i=1; i<=imx; i++) { /* Loop on individuals: reads the data file to get the maximum value of the modality of this covariate Vj*/ if(Tvar[k]<=0 || Tvar[k]>=NCOVMAX){ printf("Error k=%d \n",k); @@ -7293,7 +7385,7 @@ To be simple, these graphs help to under for(nres=1;nres <=nresult; nres++){ /* For each resultline */ for(j1=1; j1<=tj;j1++){ /* For any combination of dummy covariates, fixed and varying */ - printf("Varprob TKresult[nres]=%d j1=%d, nres=%d, cptcovn=%d, cptcoveff=%d tj=%d cptcovs=%d\n", TKresult[nres], j1, nres, cptcovn, cptcoveff, tj, cptcovs); + /* printf("Varprob TKresult[nres]=%d j1=%d, nres=%d, cptcovn=%d, cptcoveff=%d tj=%d cptcovs=%d\n", TKresult[nres], j1, nres, cptcovn, cptcoveff, tj, cptcovs); */ if(tj != 1 && TKresult[nres]!= j1) continue; @@ -10317,7 +10409,7 @@ int readdata(char datafile[], int firsto if(strb[0]=='.') { /* Missing value */ lval=-1; cotqvar[j][iv][i]=-1; /* 0.0/0.0 */ - cotvar[j][ntv+iv][i]=-1; /* For performance reasons */ + cotvar[j][ncovcol+nqv+ntv+iv][i]=-1; /* For performance reasons */ if(isalpha(strb[1])) { /* .m or .d Really Missing value */ printf("Error reading data around '%s' at line number %d for individual %d, '%s'\nShould be the %d th quantitative value out of %d measured at wave %d. If missing, you should remove this individual or impute a value. Exiting.\n", strb, linei,i,line,iv, nqtv, j); fprintf(ficlog,"Error reading data around '%s' at line number %d for individual %d, '%s'\nShould be the %d th quantitative value out of %d measured at wave %d. If missing, you should remove this individual or impute a value. Exiting.\n", strb, linei,i,line,iv, nqtv, j);fflush(ficlog); @@ -10337,7 +10429,7 @@ int readdata(char datafile[], int firsto return 1; } cotqvar[j][iv][i]=dval; - cotvar[j][ntv+iv][i]=dval; + cotvar[j][ncovcol+nqv+ntv+iv][i]=dval; /* because cotvar starts now at first ntv */ } strcpy(line,stra); }/* end loop ntqv */ @@ -10377,7 +10469,7 @@ int readdata(char datafile[], int firsto Exiting.\n",lval,linei, i,line,iv,j);fflush(ficlog); return 1; } - cotvar[j][iv][i]=(double)(lval); + cotvar[j][ncovcol+nqv+iv][i]=(double)(lval); strcpy(line,stra); }/* end loop ntv */ @@ -10590,7 +10682,7 @@ int decoderesult( char resultline[], int printf("decoderesult:%s\n",resultline); strcpy(resultsav,resultline); - printf("Decoderesult resultsav=\"%s\" resultline=\"%s\"\n", resultsav, resultline); + /* printf("Decoderesult resultsav=\"%s\" resultline=\"%s\"\n", resultsav, resultline); */ if (strlen(resultsav) >1){ j=nbocc(resultsav,'='); /**< j=Number of covariate values'=' in this resultline */ } @@ -10650,7 +10742,7 @@ int decoderesult( char resultline[], int if(Tvar[k1]==Tvarsel[k2]) {/* Tvar is coming from the model, Tvarsel from the result. Tvar[1]=5 == Tvarsel[2]=5 */ modelresult[nres][k2]=k1;/* we found a Vn=1 corrresponding to Vn*age in the model modelresult[2]=1 modelresult[1]=2 modelresult[3]=3 modelresult[6]=4 modelresult[9]=5 */ resultmodel[nres][k1]=k2; /* Added here */ - printf("Decoderesult first modelresult[k2=%d]=%d (k1) V%d*AGE\n",k2,k1,Tvar[k1]); + /* printf("Decoderesult first modelresult[k2=%d]=%d (k1) V%d*AGE\n",k2,k1,Tvar[k1]); */ match=1; /* modelresult of k2 variable of resultline is identical to k1 variable of the model good */ break; } @@ -10663,11 +10755,11 @@ int decoderesult( char resultline[], int }else if(Typevar[k1]==2){ /* Product No age We want to get the position in the resultline of the product in the model line*/ /* resultmodel[nres][of such a Vn * Vm product k1] is not unique, so can't exist, we feed Tvard[k1][1] and [2] */ match=0; - printf("Decoderesult very first Product Tvardk[k1=%d][1]=%d Tvardk[k1=%d][2]=%d V%d * V%d\n",k1,Tvardk[k1][1],k1,Tvardk[k1][2],Tvardk[k1][1],Tvardk[k1][2]); + /* printf("Decoderesult very first Product Tvardk[k1=%d][1]=%d Tvardk[k1=%d][2]=%d V%d * V%d\n",k1,Tvardk[k1][1],k1,Tvardk[k1][2],Tvardk[k1][1],Tvardk[k1][2]); */ for(k2=1; k2 <=j;k2++){/* Loop on resultline. In result line V4=1 V5=24.1 V3=1 V2=8 V1=0 */ if(Tvardk[k1][1]==Tvarsel[k2]) {/* Tvardk is coming from the model, Tvarsel from the result. Tvar[1]=5 == Tvarsel[2]=5 */ /* modelresult[k2]=k1; */ - printf("Decoderesult first Product modelresult[k2=%d]=%d (k1) V%d * \n",k2,k1,Tvarsel[k2]); + /* printf("Decoderesult first Product modelresult[k2=%d]=%d (k1) V%d * \n",k2,k1,Tvarsel[k2]); */ match=1; /* modelresult of k2 variable of resultline is identical to k1 variable of the model good */ } } @@ -10680,7 +10772,7 @@ int decoderesult( char resultline[], int for(k2=1; k2 <=j;k2++){/* Loop on resultline. In result line V4=1 V5=24.1 V3=1 V2=8 V1=0 */ if(Tvardk[k1][2]==Tvarsel[k2]) {/* Tvardk is coming from the model, Tvarsel from the result. Tvar[1]=5 == Tvarsel[2]=5 */ /* modelresult[k2]=k1;*/ - printf("Decoderesult second Product modelresult[k2=%d]=%d (k1) * V%d \n ",k2,k1,Tvarsel[k2]); + /* printf("Decoderesult second Product modelresult[k2=%d]=%d (k1) * V%d \n ",k2,k1,Tvarsel[k2]); */ match=1; /* modelresult of k2 variable of resultline is identical to k1 variable of the model good */ break; } @@ -10764,7 +10856,7 @@ int decoderesult( char resultline[], int Tvresult[nres][k3]=(int)Tvarsel[k3];/* Tvresult[nres][1]=4 Tvresult[nres][3]=1 */ Tinvresult[nres][(int)Tvarsel[k3]]=Tvalsel[k3]; /* Tinvresult[nres][4]=1 */ precov[nres][k1]=Tvalsel[k3]; /* Value from resultline of the variable at the k1 position in the model */ - printf("Decoderesult Dummy k=%d, k1=%d precov[nres=%d][k1=%d]=%.f V(k2=V%d)= Tvalsel[%d]=%d, 2**(%d)\n",k, k1, nres, k1,precov[nres][k1], k2, k3, (int)Tvalsel[k3], k4); + /* printf("Decoderesult Dummy k=%d, k1=%d precov[nres=%d][k1=%d]=%.f V(k2=V%d)= Tvalsel[%d]=%d, 2**(%d)\n",k, k1, nres, k1,precov[nres][k1], k2, k3, (int)Tvalsel[k3], k4); */ k4++;; }else if( Dummy[k1]==1 && Typevar[k1]==0 ){ /* Quantitative and single */ /* Tqresult[nres][result_position]= value of the variable at the result_position in the nres resultline */ @@ -10782,7 +10874,7 @@ int decoderesult( char resultline[], int Tqinvresult[nres][(int)Tvarsel[k3q]]=Tvalsel[k3q]; /* Tqinvresult[nres][5]=25.1 */ TinvDoQresult[nres][(int)Tvarsel[k3q]]=Tvalsel[k3q]; /* Tqinvresult[nres][5]=25.1 */ precov[nres][k1]=Tvalsel[k3q]; - printf("Decoderesult Quantitative nres=%d,precov[nres=%d][k1=%d]=%.f V(k2q=V%d)= Tvalsel[%d]=%d, Tvarsel[%d]=%f\n",nres, nres, k1,precov[nres][k1], k2q, k3q, Tvarsel[k3q], k3q, Tvalsel[k3q]); + /* printf("Decoderesult Quantitative nres=%d,precov[nres=%d][k1=%d]=%.f V(k2q=V%d)= Tvalsel[%d]=%d, Tvarsel[%d]=%f\n",nres, nres, k1,precov[nres][k1], k2q, k3q, Tvarsel[k3q], k3q, Tvalsel[k3q]); */ k4q++;; }else if( Dummy[k1]==2 ){ /* For dummy with age product */ /* Tvar[k1]; */ /* Age variable */ @@ -10792,16 +10884,16 @@ int decoderesult( char resultline[], int k2=(int)Tvarsel[k3]; /* nres=1 k1=2=>k3=1 Tvarsel[resultmodel[2]]= Tvarsel[1] = 4=k2 (V4); k1=3=>k3=2 Tvarsel[2]=3 (V3)*/ TinvDoQresult[nres][(int)Tvarsel[k3]]=Tvalsel[k3]; /* TinvDoQresult[nres][4]=1 */ precov[nres][k1]=Tvalsel[k3]; - printf("Decoderesult Dummy with age k=%d, k1=%d precov[nres=%d][k1=%d]=%.f Tvar[%d]=V%d k2=Tvarsel[%d]=%d Tvalsel[%d]=%d\n",k, k1, nres, k1,precov[nres][k1], k1, Tvar[k1], k3,(int)Tvarsel[k3], k3, (int)Tvalsel[k3]); + /* printf("Decoderesult Dummy with age k=%d, k1=%d precov[nres=%d][k1=%d]=%.f Tvar[%d]=V%d k2=Tvarsel[%d]=%d Tvalsel[%d]=%d\n",k, k1, nres, k1,precov[nres][k1], k1, Tvar[k1], k3,(int)Tvarsel[k3], k3, (int)Tvalsel[k3]); */ }else if( Dummy[k1]==3 ){ /* For quant with age product */ k3q= resultmodel[nres][k1]; /* resultmodel[1(V5)] = 25.1=k3q */ k2q=(int)Tvarsel[k3q]; /* Tvarsel[resultmodel[1]]= Tvarsel[1] = 4=k2 */ TinvDoQresult[nres][(int)Tvarsel[k3q]]=Tvalsel[k3q]; /* TinvDoQresult[nres][5]=25.1 */ precov[nres][k1]=Tvalsel[k3q]; - printf("Decoderesult Quantitative with age nres=%d, k1=%d, precov[nres=%d][k1=%d]=%f Tvar[%d]=V%d V(k2q=%d)= Tvarsel[%d]=%d, Tvalsel[%d]=%f\n",nres, k1, nres, k1,precov[nres][k1], k1, Tvar[k1], k2q, k3q, Tvarsel[k3q], k3q, Tvalsel[k3q]); + /* printf("Decoderesult Quantitative with age nres=%d, k1=%d, precov[nres=%d][k1=%d]=%f Tvar[%d]=V%d V(k2q=%d)= Tvarsel[%d]=%d, Tvalsel[%d]=%f\n",nres, k1, nres, k1,precov[nres][k1], k1, Tvar[k1], k2q, k3q, Tvarsel[k3q], k3q, Tvalsel[k3q]); */ }else if(Typevar[k1]==2 ){ /* For product quant or dummy (not with age) */ precov[nres][k1]=TinvDoQresult[nres][Tvardk[k1][1]] * TinvDoQresult[nres][Tvardk[k1][2]]; - printf("Decoderesult Quantitative or Dummy (not with age) nres=%d k1=%d precov[nres=%d][k1=%d]=%.f V%d(=%.f) * V%d(=%.f) \n",nres, k1, nres, k1,precov[nres][k1], Tvardk[k1][1], TinvDoQresult[nres][Tvardk[k1][1]], Tvardk[k1][2], TinvDoQresult[nres][Tvardk[k1][2]]); + /* printf("Decoderesult Quantitative or Dummy (not with age) nres=%d k1=%d precov[nres=%d][k1=%d]=%.f V%d(=%.f) * V%d(=%.f) \n",nres, k1, nres, k1,precov[nres][k1], Tvardk[k1][1], TinvDoQresult[nres][Tvardk[k1][1]], Tvardk[k1][2], TinvDoQresult[nres][Tvardk[k1][2]]); */ }else{ printf("Error Decoderesult probably a product Dummy[%d]==%d && Typevar[%d]==%d\n", k1, Dummy[k1], k1, Typevar[k1]); fprintf(ficlog,"Error Decoderesult probably a product Dummy[%d]==%d && Typevar[%d]==%d\n", k1, Dummy[k1], k1, Typevar[k1]); @@ -11050,7 +11142,8 @@ Dummy[k] 0=dummy (0 1), 1 quantitative ( Typevar: 0 for simple covariate (dummy, quantitative, fixed or varying), 1 for age product, 2 for product \n\ Fixed[k] 0=fixed (product or simple), 1 varying, 2 fixed with age product, 3 varying with age product \n\ Dummy[k] 0=dummy (0 1), 1 quantitative (single or product without age), 2 dummy with age product, 3 quant with age product\n",model); - for(k=-1;k<=cptcovt; k++){ Fixed[k]=0; Dummy[k]=0;} + for(k=-1;k<=NCOVMAX; k++){ Fixed[k]=0; Dummy[k]=0;} + for(k=1;k<=NCOVMAX; k++){TvarFind[k]=0; TvarVind[k]=0;} for(k=1, ncovf=0, nsd=0, nsq=0, ncovv=0, ncova=0, ncoveff=0, nqfveff=0, ntveff=0, nqtveff=0, ncovvt=0;k<=cptcovt; k++){ /* or cptocvt */ if (Tvar[k] <=ncovcol && Typevar[k]==0 ){ /* Simple fixed dummy (<=ncovcol) covariates */ Fixed[k]= 0; @@ -11139,8 +11232,8 @@ Dummy[k] 0=dummy (0 1), 1 quantitative ( TvarVQind[nqtveff]=k; /* TvarVQind[1]=1 in V5+V4+V3+V4*V3+V5*age+V2+V1*V2+V1*age+V1 */ /* Only simple time varying quantitative variable */ TmodelInvQind[nqtveff]=Tvar[k]- ncovcol-nqv-ntv;/* Only simple time varying quantitative variable */ /* Tmodeliqind[k]=nqtveff;/\* Only simple time varying quantitative variable *\/ */ - printf("Quasi TmodelQind[%d]=%d,Tvar[TmodelQind[%d]]=V%d, ncovcol=%d, nqv=%d, ntv=%d,Tvar[k]- ncovcol-nqv-ntv=%d\n",nqtveff,k,nqtveff,Tvar[k], ncovcol, nqv, ntv, Tvar[k]- ncovcol-nqv-ntv); - printf("Quasi TmodelInvQind[%d]=%d\n",k,Tvar[k]- ncovcol-nqv-ntv); + /* printf("Quasi TmodelQind[%d]=%d,Tvar[TmodelQind[%d]]=V%d, ncovcol=%d, nqv=%d, ntv=%d,Tvar[k]- ncovcol-nqv-ntv=%d\n",nqtveff,k,nqtveff,Tvar[k], ncovcol, nqv, ntv, Tvar[k]- ncovcol-nqv-ntv); */ + /* printf("Quasi TmodelInvQind[%d]=%d\n",k,Tvar[k]- ncovcol-nqv-ntv); */ }else if (Typevar[k] == 1) { /* product with age */ ncova++; TvarA[ncova]=Tvar[k]; @@ -11322,8 +11415,8 @@ Dummy[k] 0=dummy (0 1), 1 quantitative ( printf("Error, current version can't treat for performance reasons, Tvar[%d]=%d, Typevar[%d]=%d\n", k, Tvar[k], k, Typevar[k]); fprintf(ficlog,"Error, current version can't treat for performance reasons, Tvar[%d]=%d, Typevar[%d]=%d\n", k, Tvar[k], k, Typevar[k]); } - printf("Decodemodel, k=%d, Tvar[%d]=V%d,Typevar=%d, Fixed=%d, Dummy=%d\n",k, k,Tvar[k],Typevar[k],Fixed[k],Dummy[k]); - printf(" modell[%d].maintype=%d, modell[%d].subtype=%d\n",k,modell[k].maintype,k,modell[k].subtype); + /* printf("Decodemodel, k=%d, Tvar[%d]=V%d,Typevar=%d, Fixed=%d, Dummy=%d\n",k, k,Tvar[k],Typevar[k],Fixed[k],Dummy[k]); */ + /* printf(" modell[%d].maintype=%d, modell[%d].subtype=%d\n",k,modell[k].maintype,k,modell[k].subtype); */ fprintf(ficlog,"Decodemodel, k=%d, Tvar[%d]=V%d,Typevar=%d, Fixed=%d, Dummy=%d\n",k, k,Tvar[k],Typevar[k],Fixed[k],Dummy[k]); } /* Searching for doublons in the model */ @@ -12477,6 +12570,8 @@ int main(int argc, char *argv[]) numlinepar++; if(line[1]=='q'){ /* This #q will quit imach (the answer is q) */ z[0]=line[1]; + }else if(line[1]=='d'){ /* For debugging individual values of covariates in ficresilk */ + debugILK=1; } /* printf("****line [1] = %c \n",line[1]); */ fputs(line, stdout); @@ -12490,7 +12585,8 @@ int main(int argc, char *argv[]) covar=matrix(0,NCOVMAX,firstobs,lastobs); /**< used in readdata */ if(nqv>=1)coqvar=matrix(1,nqv,firstobs,lastobs); /**< Fixed quantitative covariate */ if(nqtv>=1)cotqvar=ma3x(1,maxwav,1,nqtv,firstobs,lastobs); /**< Time varying quantitative covariate */ - if(ntv+nqtv>=1)cotvar=ma3x(1,maxwav,1,ntv+nqtv,firstobs,lastobs); /**< Time varying covariate (dummy and quantitative)*/ + /* if(ntv+nqtv>=1)cotvar=ma3x(1,maxwav,1,ntv+nqtv,firstobs,lastobs); /\**< Time varying covariate (dummy and quantitative)*\/ */ + if(ntv+nqtv>=1)cotvar=ma3x(1,maxwav,ncovcol+nqv+1,ncovcol+nqv+ntv+nqtv,firstobs,lastobs); /**< Might be better */ cptcovn=0; /*Number of covariates, i.e. number of '+' in model statement plus one, indepently of n in Vn*/ /* v1+v2+v3+v2*v4+v5*age makes cptcovn = 5 v1+v2*age+v2*v3 makes cptcovn = 3 @@ -13774,7 +13870,7 @@ Please run with mle=-1 to get a correct case 13: num_filled=sscanf(line,"result:%[^\n]\n",resultlineori); nresult++; /* Sum of resultlines */ - printf("Result %d: result:%s\n",nresult, resultlineori); + /* printf("Result %d: result:%s\n",nresult, resultlineori); */ /* removefirstspace(&resultlineori); */ if(strstr(resultlineori,"v") !=0){ @@ -13783,7 +13879,7 @@ Please run with mle=-1 to get a correct return 1; } trimbb(resultline, resultlineori); /* Suppressing double blank in the resultline */ - printf("Decoderesult resultline=\"%s\" resultlineori=\"%s\"\n", resultline, resultlineori); + /* printf("Decoderesult resultline=\"%s\" resultlineori=\"%s\"\n", resultline, resultlineori); */ if(nresult > MAXRESULTLINESPONE-1){ printf("ERROR: Current version of IMaCh limits the number of resultlines to %d, you used %d\nYou can use the 'r' parameter file '%s' which uses option mle=0 to get other results. ",MAXRESULTLINESPONE-1,nresult,rfileres); fprintf(ficlog,"ERROR: Current version of IMaCh limits the number of resultlines to %d, you used %d\nYou can use the 'r' parameter file '%s' which uses option mle=0 to get other results. ",MAXRESULTLINESPONE-1,nresult,rfileres); @@ -14120,7 +14216,8 @@ Please run with mle=-1 to get a correct /* Tvresult[nres][j] Name of the variable at position j in this resultline */ /* Tresult[nres][j] Value of this variable at position j could be a float if quantitative */ /* We give up with the combinations!! */ - printf("\n j=%d In computing T_ Dummy[modelresult[%d][%d]]=%d, modelresult[%d][%d]=%d cptcovs=%d, cptcoveff=%d Fixed[modelresult[nres][j]]=%d\n", j, nres, j, Dummy[modelresult[nres][j]],nres,j,modelresult[nres][j],cptcovs, cptcoveff,Fixed[modelresult[nres][j]]); /* end if dummy or quanti */ + /* if(debugILK) */ + /* printf("\n j=%d In computing T_ Dummy[modelresult[%d][%d]]=%d, modelresult[%d][%d]=%d cptcovs=%d, cptcoveff=%d Fixed[modelresult[nres][j]]=%d\n", j, nres, j, Dummy[modelresult[nres][j]],nres,j,modelresult[nres][j],cptcovs, cptcoveff,Fixed[modelresult[nres][j]]); /\* end if dummy or quanti *\/ */ if(Dummy[modelresult[nres][j]]==0){/* Dummy variable of the variable in position modelresult in the model corresponding to j in resultline */ printf("V%d=%lg ",Tvresult[nres][j],TinvDoQresult[nres][j]); /* Output of each value for the combination TKresult[nres], ordere by the covariate values in the resultline */ @@ -14294,7 +14391,8 @@ Please run with mle=-1 to get a correct free_matrix(oldms, 1,nlstate+ndeath,1,nlstate+ndeath); free_matrix(newms, 1,nlstate+ndeath,1,nlstate+ndeath); free_matrix(savms, 1,nlstate+ndeath,1,nlstate+ndeath); - if(ntv+nqtv>=1)free_ma3x(cotvar,1,maxwav,1,ntv+nqtv,firstobs,lastobs); + /* if(ntv+nqtv>=1)free_ma3x(cotvar,1,maxwav,1,ntv+nqtv,firstobs,lastobs); */ + if(ntv+nqtv>=1)free_ma3x(cotvar,1,maxwav,ncovcol+nqv+1,ncovcol+nqv+ntv+nqtv,firstobs,lastobs); if(nqtv>=1)free_ma3x(cotqvar,1,maxwav,1,nqtv,firstobs,lastobs); if(nqv>=1)free_matrix(coqvar,1,nqv,firstobs,lastobs); free_matrix(covar,0,NCOVMAX,firstobs,lastobs);