Diff for /imach/src/imach.c between versions 1.196 and 1.198

version 1.196, 2015/08/18 23:17:52 version 1.198, 2015/09/03 07:14:39
Line 1 Line 1
 /* $Id$  /* $Id$
   $State$    $State$
   $Log$    $Log$
     Revision 1.198  2015/09/03 07:14:39  brouard
     Summary: 0.98q5 Flavia
   
     Revision 1.197  2015/09/01 18:24:39  brouard
     *** empty log message ***
   
   Revision 1.196  2015/08/18 23:17:52  brouard    Revision 1.196  2015/08/18 23:17:52  brouard
   Summary: 0.98q5    Summary: 0.98q5
   
Line 694  typedef struct { Line 700  typedef struct {
 #define NLSTATEMAX 8 /**< Maximum number of live states (for func) */  #define NLSTATEMAX 8 /**< Maximum number of live states (for func) */
 #define NDEATHMAX 8 /**< Maximum number of dead states (for func) */  #define NDEATHMAX 8 /**< Maximum number of dead states (for func) */
 #define NCOVMAX 20 /**< Maximum number of covariates, including generated covariates V1*V2 */  #define NCOVMAX 20 /**< Maximum number of covariates, including generated covariates V1*V2 */
 #define codtabm(h,k)  1 & (h-1) >> (k-1) ;  #define codtabm(h,k)  (1 & (h-1) >> (k-1))+1
 #define MAXN 20000  #define MAXN 20000
 #define YEARM 12. /**< Number of months per year */  #define YEARM 12. /**< Number of months per year */
 #define AGESUP 130  #define AGESUP 130
Line 715  typedef struct { Line 721  typedef struct {
 /* $State$ */  /* $State$ */
 #include "version.h"  #include "version.h"
 char version[]=__IMACH_VERSION__;  char version[]=__IMACH_VERSION__;
 char copyright[]="August 2015,INED-EUROREVES-Institut de longevite-Japan Society for the Promotion of Science (Grant-in-Aid for Scientific Research 25293121), Intel Software 2015";  char copyright[]="September 2015,INED-EUROREVES-Institut de longevite-Japan Society for the Promotion of Science (Grant-in-Aid for Scientific Research 25293121), Intel Software 2015";
 char fullversion[]="$Revision$ $Date$";   char fullversion[]="$Revision$ $Date$"; 
 char strstart[80];  char strstart[80];
 char optionfilext[10], optionfilefiname[FILENAMELENGTH];  char optionfilext[10], optionfilefiname[FILENAMELENGTH];
Line 850  int estepm; Line 856  int estepm;
   
 int m,nb;  int m,nb;
 long *num;  long *num;
 int firstpass=0, lastpass=4,*cod, *Tage,*cens;  int firstpass=0, lastpass=4,*cod, *cens;
 int *ncodemax;  /* ncodemax[j]= Number of modalities of the j th  int *ncodemax;  /* ncodemax[j]= Number of modalities of the j th
                    covariate for which somebody answered excluding                      covariate for which somebody answered excluding 
                    undefined. Usually 2: 0 and 1. */                     undefined. Usually 2: 0 and 1. */
Line 870  double  **covar; /**< covar[j,i], value Line 876  double  **covar; /**< covar[j,i], value
                   * cov[Tage[kk]+2]=covar[Tvar[Tage[kk]]][i]*age; */                    * cov[Tage[kk]+2]=covar[Tvar[Tage[kk]]][i]*age; */
 double  idx;   double  idx; 
 int **nbcode, *Tvar; /**< model=V2 => Tvar[1]= 2 */  int **nbcode, *Tvar; /**< model=V2 => Tvar[1]= 2 */
   int *Tage;
 int *Ndum; /** Freq of modality (tricode */  int *Ndum; /** Freq of modality (tricode */
 int **codtab; /**< codtab=imatrix(1,100,1,10); */  int **codtab; /**< codtab=imatrix(1,100,1,10); */
 int **Tvard, *Tprod, cptcovprod, *Tvaraff;  int **Tvard, *Tprod, cptcovprod, *Tvaraff;
Line 1907  double **prevalim(double **prlim, int nl Line 1914  double **prevalim(double **prlim, int nl
     if(nagesqr==1)      if(nagesqr==1)
       cov[3]= agefin*agefin;;        cov[3]= agefin*agefin;;
     for (k=1; k<=cptcovn;k++) {      for (k=1; k<=cptcovn;k++) {
       cov[2+nagesqr+k]=nbcode[Tvar[k]][codtab[ij][Tvar[k]]];        cov[2+nagesqr+k]=nbcode[Tvar[k]][codtabm(ij,Tvar[k])];
       /*printf("prevalim ij=%d k=%d Tvar[%d]=%d nbcode=%d cov=%lf codtab[%d][Tvar[%d]]=%d \n",ij,k, k, Tvar[k],nbcode[Tvar[k]][codtab[ij][Tvar[k]]],cov[2+k], ij, k, codtab[ij][Tvar[k]]);*/        /* printf("prevalim ij=%d k=%d Tvar[%d]=%d nbcode=%d cov=%lf codtabm(%d,Tvar[%d])=%d \n",ij,k, k, Tvar[k],nbcode[Tvar[k]][codtabm(ij,Tvar[k])],cov[2+k], ij, k, codtabm(ij,Tvar[k])]); */
     }      }
     /*wrong? for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */      /*wrong? for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */
     for (k=1; k<=cptcovage;k++) cov[2+nagesqr+Tage[k]]=nbcode[Tvar[k]][codtab[ij][Tvar[k]]]*cov[2];      for (k=1; k<=cptcovage;k++) cov[2+nagesqr+Tage[k]]=nbcode[Tvar[k]][codtabm(ij,Tvar[k])]*cov[2];
     for (k=1; k<=cptcovprod;k++) /* Useless */      for (k=1; k<=cptcovprod;k++) /* Useless */
       cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtab[ij][Tvard[k][1]]] * nbcode[Tvard[k][2]][codtab[ij][Tvard[k][2]]];        cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtabm(ij,Tvard[k][1])] * nbcode[Tvard[k][2]][codtabm(ij,Tvard[k][2])];
           
     /*printf("ij=%d cptcovprod=%d tvar=%d ", ij, cptcovprod, Tvar[1]);*/      /*printf("ij=%d cptcovprod=%d tvar=%d ", ij, cptcovprod, Tvar[1]);*/
     /*printf("ij=%d cov[3]=%lf cov[4]=%lf \n",ij, cov[3],cov[4]);*/      /*printf("ij=%d cov[3]=%lf cov[4]=%lf \n",ij, cov[3],cov[4]);*/
Line 2086  double ***hpxij(double ***po, int nhstep Line 2093  double ***hpxij(double ***po, int nhstep
       if(nagesqr==1)        if(nagesqr==1)
         cov[3]= agexact*agexact;          cov[3]= agexact*agexact;
       for (k=1; k<=cptcovn;k++)         for (k=1; k<=cptcovn;k++) 
         cov[2+nagesqr+k]=nbcode[Tvar[k]][codtab[ij][Tvar[k]]];          cov[2+nagesqr+k]=nbcode[Tvar[k]][codtabm(ij,Tvar[k])];
       for (k=1; k<=cptcovage;k++) /* Should start at cptcovn+1 */        for (k=1; k<=cptcovage;k++) /* Should start at cptcovn+1 */
         /* cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */          /* cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */
         cov[2+nagesqr+Tage[k]]=nbcode[Tvar[Tage[k]]][codtab[ij][Tvar[Tage[k]]]]*cov[2];          cov[2+nagesqr+Tage[k]]=nbcode[Tvar[Tage[k]]][codtabm(ij,Tvar[Tage[k]])]*cov[2];
       for (k=1; k<=cptcovprod;k++) /* Useless because included in cptcovn */        for (k=1; k<=cptcovprod;k++) /* Useless because included in cptcovn */
         cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtab[ij][Tvard[k][1]]]*nbcode[Tvard[k][2]][codtab[ij][Tvard[k][2]]];          cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtabm(ij,Tvard[k][1])]*nbcode[Tvard[k][2]][codtabm(ij,Tvard[k][2])];
   
   
       /*printf("hxi cptcov=%d cptcode=%d\n",cptcov,cptcode);*/        /*printf("hxi cptcov=%d cptcode=%d\n",cptcov,cptcode);*/
Line 2962  void  freqsummary(char fileres[], int ia Line 2969  void  freqsummary(char fileres[], int ia
         bool=1;          bool=1;
         if  (cptcovn>0) { /* Filter is here: Must be looked at for model=V1+V2+V3+V4 */          if  (cptcovn>0) { /* Filter is here: Must be looked at for model=V1+V2+V3+V4 */
           for (z1=1; z1<=cptcoveff; z1++)                   for (z1=1; z1<=cptcoveff; z1++)       
             if (covar[Tvaraff[z1]][i]!= nbcode[Tvaraff[z1]][codtab[j1][z1]]){              if (covar[Tvaraff[z1]][i]!= nbcode[Tvaraff[z1]][codtabm(j1,z1)]){
                 /* Tests if the value of each of the covariates of i is equal to filter j1 */                  /* Tests if the value of each of the covariates of i is equal to filter j1 */
               bool=0;                bool=0;
               /* printf("bool=%d i=%d, z1=%d, Tvaraff[%d]=%d, covar[Tvarff][%d]=%2f, codtab[%d][%d]=%d, nbcode[Tvaraff][codtab[%d][%d]=%d, j1=%d\n",                 /* printf("bool=%d i=%d, z1=%d, Tvaraff[%d]=%d, covar[Tvarff][%d]=%2f, codtabm(%d,%d)=%d, nbcode[Tvaraff][codtabm(%d,%d)=%d, j1=%d\n", 
                 bool,i,z1, z1, Tvaraff[z1],i,covar[Tvaraff[z1]][i],j1,z1,codtab[j1][z1],                  bool,i,z1, z1, Tvaraff[z1],i,covar[Tvaraff[z1]][i],j1,z1,codtabm(j1,z1),
                 j1,z1,nbcode[Tvaraff[z1]][codtab[j1][z1]],j1);*/                  j1,z1,nbcode[Tvaraff[z1]][codtabm(j1,z1)],j1);*/
               /* For j1=7 in V1+V2+V3+V4 = 0 1 1 0 and codtab[7][3]=1 and nbcde[3][?]=1*/                /* For j1=7 in V1+V2+V3+V4 = 0 1 1 0 and codtabm(7,3)=1 and nbcde[3][?]=1*/
             }               } 
         }          }
     
Line 2997  void  freqsummary(char fileres[], int ia Line 3004  void  freqsummary(char fileres[], int ia
       pstamp(ficresp);        pstamp(ficresp);
       if  (cptcovn>0) {        if  (cptcovn>0) {
         fprintf(ficresp, "\n#********** Variable ");           fprintf(ficresp, "\n#********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresp, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresp, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficresp, "**********\n#");          fprintf(ficresp, "**********\n#");
         fprintf(ficlog, "\n#********** Variable ");           fprintf(ficlog, "\n#********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficlog, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficlog, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficlog, "**********\n#");          fprintf(ficlog, "**********\n#");
       }        }
       for(i=1; i<=nlstate;i++)         for(i=1; i<=nlstate;i++) 
Line 3128  void prevalence(double ***probs, double Line 3135  void prevalence(double ***probs, double
         bool=1;          bool=1;
         if  (cptcovn>0) {          if  (cptcovn>0) {
           for (z1=1; z1<=cptcoveff; z1++)             for (z1=1; z1<=cptcoveff; z1++) 
             if (covar[Tvaraff[z1]][i]!= nbcode[Tvaraff[z1]][codtab[j1][z1]])               if (covar[Tvaraff[z1]][i]!= nbcode[Tvaraff[z1]][codtabm(j1,z1)]) 
               bool=0;                bool=0;
         }           } 
         if (bool==1) {           if (bool==1) { 
Line 3394  void tricode(int *Tvar, int **nbcode, in Line 3401  void tricode(int *Tvar, int **nbcode, in
        nbcode[Tvar[j]][1]=0;         nbcode[Tvar[j]][1]=0;
        nbcode[Tvar[j]][2]=1;         nbcode[Tvar[j]][2]=1;
        nbcode[Tvar[j]][3]=2;         nbcode[Tvar[j]][3]=2;
          To be continued (not working yet).
     */      */
     ij=0; /* ij is similar to i but can jumps over null modalities */      ij=0; /* ij is similar to i but can jump over null modalities */
     for (i=modmincovj; i<=modmaxcovj; i++) { /* i= 1 to 2 for dichotomous, or from 1 to 3 or from -1 to 1*/      for (i=modmincovj; i<=modmaxcovj; i++) { /* i= 1 to 2 for dichotomous, or from 1 to 3 or from -1 or 0 to 1 currently*/
         if (Ndum[i] == 0) { /* If at least one individual responded to this modality k */          if (Ndum[i] == 0) { /* If nobody responded to this modality k */
           break;            break;
         }          }
         ij++;          ij++;
         nbcode[Tvar[j]][ij]=i;  /* stores the original modality i in an array nbcode, ij modality from 1 to last non-nul modality.*/          nbcode[Tvar[j]][ij]=i;  /* stores the original value of modality i in an array nbcode, ij modality from 1 to last non-nul modality.*/
         cptcode = ij; /* New max modality for covar j */          cptcode = ij; /* New max modality for covar j */
     } /* end of loop on modality i=-1 to 1 or more */      } /* end of loop on modality i=-1 to 1 or more */
               
Line 4230  void varprob(char optionfilefiname[], do Line 4238  void varprob(char optionfilefiname[], do
   fprintf(fichtm,"\n<li><h4> Computing and drawing one step probabilities with their confidence intervals</h4></li>\n");    fprintf(fichtm,"\n<li><h4> Computing and drawing one step probabilities with their confidence intervals</h4></li>\n");
   fprintf(fichtm,"\n");    fprintf(fichtm,"\n");
   
   fprintf(fichtm,"\n<li><h4> <a href=\"%s\">Matrix of variance-covariance of pairs of step probabilities (drawings)</a></h4></li>\n",optionfilehtmcov);    fprintf(fichtm,"\n<li><h4> <a href=\"%s\">Matrix of variance-covariance of one-step probabilities (drawings)</a></h4></br>this page is important in order to visualize confidence intervals and especially correlation between disability and recovery</li>\n",optionfilehtmcov);
   fprintf(fichtmcov,"\n<h4>Matrix of variance-covariance of pairs of step probabilities</h4>\n\    fprintf(fichtmcov,"Current page is file <a href=\"%s\">%s</a><br>\n\n<h4>Matrix of variance-covariance of pairs of step probabilities</h4>\n",optionfilehtmcov, optionfilehtmcov);
   file %s<br>\n",optionfilehtmcov);    fprintf(fichtmcov,"\nEllipsoids of confidence centered on point (p<inf>ij</inf>, p<inf>kl</inf>) are estimated \
   fprintf(fichtmcov,"\nEllipsoids of confidence centered on point (p<inf>ij</inf>, p<inf>kl</inf>) are estimated\  
 and drawn. It helps understanding how is the covariance between two incidences.\  and drawn. It helps understanding how is the covariance between two incidences.\
  They are expressed in year<sup>-1</sup> in order to be less dependent of stepm.<br>\n");   They are expressed in year<sup>-1</sup> in order to be less dependent of stepm.<br>\n");
   fprintf(fichtmcov,"\n<br> Contour plot corresponding to x'cov<sup>-1</sup>x = 4 (where x is the column vector (pij,pkl)) are drawn. \    fprintf(fichtmcov,"\n<br> Contour plot corresponding to x'cov<sup>-1</sup>x = 4 (where x is the column vector (pij,pkl)) are drawn. \
Line 4254  To be simple, these graphs help to under Line 4261  To be simple, these graphs help to under
     /*j1++;*/      /*j1++;*/
       if  (cptcovn>0) {        if  (cptcovn>0) {
         fprintf(ficresprob, "\n#********** Variable ");           fprintf(ficresprob, "\n#********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprob, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprob, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficresprob, "**********\n#\n");          fprintf(ficresprob, "**********\n#\n");
         fprintf(ficresprobcov, "\n#********** Variable ");           fprintf(ficresprobcov, "\n#********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprobcov, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprobcov, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficresprobcov, "**********\n#\n");          fprintf(ficresprobcov, "**********\n#\n");
                   
         fprintf(ficgp, "\n#********** Variable ");           fprintf(ficgp, "\n#********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficgp, " V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficgp, " V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficgp, "**********\n#\n");          fprintf(ficgp, "**********\n#\n");
                   
                   
         fprintf(fichtmcov, "\n<hr  size=\"2\" color=\"#EC5E5E\">********** Variable ");           fprintf(fichtmcov, "\n<hr  size=\"2\" color=\"#EC5E5E\">********** Variable "); 
         for (z1=1; z1<=cptcoveff; z1++) fprintf(fichtm, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(fichtm, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(fichtmcov, "**********\n<hr size=\"2\" color=\"#EC5E5E\">");          fprintf(fichtmcov, "**********\n<hr size=\"2\" color=\"#EC5E5E\">");
                   
         fprintf(ficresprobcor, "\n#********** Variable ");              fprintf(ficresprobcor, "\n#********** Variable ");    
         for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprobcor, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtab[j1][z1]]);          for (z1=1; z1<=cptcoveff; z1++) fprintf(ficresprobcor, "V%d=%d ",Tvaraff[z1],nbcode[Tvaraff[z1]][codtabm(j1,z1)]);
         fprintf(ficresprobcor, "**********\n#");              fprintf(ficresprobcor, "**********\n#");    
       }        }
               
Line 4283  To be simple, these graphs help to under Line 4290  To be simple, these graphs help to under
         if(nagesqr==1)          if(nagesqr==1)
           cov[3]= age*age;            cov[3]= age*age;
         for (k=1; k<=cptcovn;k++) {          for (k=1; k<=cptcovn;k++) {
           cov[2+nagesqr+k]=nbcode[Tvar[k]][codtab[j1][Tvar[k]]];/* j1 1 2 3 4            cov[2+nagesqr+k]=nbcode[Tvar[k]][codtabm(j1,Tvar[k])];/* j1 1 2 3 4
                                                          * 1  1 1 1 1                                                           * 1  1 1 1 1
                                                          * 2  2 1 1 1                                                           * 2  2 1 1 1
                                                          * 3  1 2 1 1                                                           * 3  1 2 1 1
Line 4291  To be simple, these graphs help to under Line 4298  To be simple, these graphs help to under
           /* nbcode[1][1]=0 nbcode[1][2]=1;*/            /* nbcode[1][1]=0 nbcode[1][2]=1;*/
         }          }
         /* for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */          /* for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=cov[2+Tage[k]]*cov[2]; */
         for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=nbcode[Tvar[Tage[k]]][codtab[ij][Tvar[Tage[k]]]]*cov[2];          for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=nbcode[Tvar[Tage[k]]][codtabm(ij,Tvar[Tage[k]])]*cov[2];
         for (k=1; k<=cptcovprod;k++)          for (k=1; k<=cptcovprod;k++)
           cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtab[ij][Tvard[k][1]]]*nbcode[Tvard[k][2]][codtab[ij][Tvard[k][2]]];            cov[2+nagesqr+Tprod[k]]=nbcode[Tvard[k][1]][codtabm(ij,Tvard[k][1])]*nbcode[Tvard[k][2]][codtabm(ij,Tvard[k][2])];
                   
           
         for(theta=1; theta <=npar; theta++){          for(theta=1; theta <=npar; theta++){
Line 4530  fprintf(fichtm," \n<ul><li><b>Graphs</b> Line 4537  fprintf(fichtm," \n<ul><li><b>Graphs</b>
      if (cptcovn > 0) {       if (cptcovn > 0) {
        fprintf(fichtm,"<hr  size=\"2\" color=\"#EC5E5E\">************ Results for covariates");         fprintf(fichtm,"<hr  size=\"2\" color=\"#EC5E5E\">************ Results for covariates");
        for (cpt=1; cpt<=cptcoveff;cpt++){          for (cpt=1; cpt<=cptcoveff;cpt++){ 
          fprintf(fichtm," V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtab[jj1][cpt]]);           fprintf(fichtm," V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtabm(jj1,cpt)]);
          printf(" V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtab[jj1][cpt]]);fflush(stdout);           printf(" V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtabm(jj1,cpt)]);fflush(stdout);
        }         }
        fprintf(fichtm," ************\n<hr size=\"2\" color=\"#EC5E5E\">");         fprintf(fichtm," ************\n<hr size=\"2\" color=\"#EC5E5E\">");
      }       }
Line 4558  fprintf(fichtm," \n<ul><li><b>Graphs</b> Line 4565  fprintf(fichtm," \n<ul><li><b>Graphs</b>
  fprintf(fichtm,"\   fprintf(fichtm,"\
 \n<br><li><h4> <a name='secondorder'>Result files (second order: variances)</a></h4>\n\  \n<br><li><h4> <a name='secondorder'>Result files (second order: variances)</a></h4>\n\
  - Parameter file with estimated parameters and covariance matrix: <a href=\"%s\">%s</a> <br> \   - Parameter file with estimated parameters and covariance matrix: <a href=\"%s\">%s</a> <br> \
  - 95%% confidence intervals and T statistics are in the log file.<br>\n", rfileres,rfileres);   - 95%% confidence intervals and Wald tests of the estimated parameters are in the log file.<br> \
   But because parameters are usually highly correlated (a higher incidence of disability \
   and a higher incidence of recovery can give very close observed transition) it might \
   be very useful to look not only at linear confidence intervals estimated from the \
   variances but at the covariance matrix. And instead of looking at the estimated coefficients \
   (parameters) of the logistic regression, it might be more meaningful to visualize the \
   covariance matrix of the one-step probabilities. \
   See page 'Matrix of variance-covariance of one-step probabilities' below. \n", rfileres,rfileres);
   
  fprintf(fichtm," - Standard deviation of one-step probabilities: <a href=\"%s\">%s</a> <br>\n",   fprintf(fichtm," - Standard deviation of one-step probabilities: <a href=\"%s\">%s</a> <br>\n",
          subdirf2(fileres,"prob"),subdirf2(fileres,"prob"));           subdirf2(fileres,"prob"),subdirf2(fileres,"prob"));
Line 4606  fprintf(fichtm," \n<ul><li><b>Graphs</b> Line 4620  fprintf(fichtm," \n<ul><li><b>Graphs</b>
      if (cptcovn > 0) {       if (cptcovn > 0) {
        fprintf(fichtm,"<hr  size=\"2\" color=\"#EC5E5E\">************ Results for covariates");         fprintf(fichtm,"<hr  size=\"2\" color=\"#EC5E5E\">************ Results for covariates");
        for (cpt=1; cpt<=cptcoveff;cpt++)          for (cpt=1; cpt<=cptcoveff;cpt++) 
          fprintf(fichtm," V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtab[jj1][cpt]]);           fprintf(fichtm," V%d=%d ",Tvaraff[cpt],nbcode[Tvaraff[cpt]][codtabm(jj1,cpt)]);
        fprintf(fichtm," ************\n<hr size=\"2\" color=\"#EC5E5E\">");         fprintf(fichtm," ************\n<hr size=\"2\" color=\"#EC5E5E\">");
      }       }
      for(cpt=1; cpt<=nlstate;cpt++) {       for(cpt=1; cpt<=nlstate;cpt++) {
Line 4814  plot [%.f:%.f]  ", ageminpar, agemaxpar) Line 4828  plot [%.f:%.f]  ", ageminpar, agemaxpar)
                  fprintf(ficgp," exp(p%d+p%d*x+p%d*x*x",i,i+1,i+1+nagesqr);                   fprintf(ficgp," exp(p%d+p%d*x+p%d*x*x",i,i+1,i+1+nagesqr);
              ij=1;/* To be checked else nbcode[0][0] wrong */               ij=1;/* To be checked else nbcode[0][0] wrong */
              for(j=3; j <=ncovmodel-nagesqr; j++) {               for(j=3; j <=ncovmodel-nagesqr; j++) {
                if(((j-2)==Tage[ij]) &&(ij <=cptcovage)) { /* Bug valgrind */                 /* printf("Tage[%d]=%d, j=%d\n", ij, Tage[ij], j); */
                  fprintf(ficgp,"+p%d*%d*x",i+j+nagesqr-1,nbcode[Tvar[j-2]][codtab[jk][Tvar[j-2]]]);                 if(ij <=cptcovage) { /* Bug valgrind */
                  ij++;                   if((j-2)==Tage[ij]) { /* Bug valgrind */
                      fprintf(ficgp,"+p%d*%d*x",i+j+nagesqr-1,nbcode[Tvar[j-2]][codtabm(jk,Tvar[j-2])]);
                      ij++;
                    }
                }                 }
                else                 else
                  fprintf(ficgp,"+p%d*%d",i+j+nagesqr-1,nbcode[Tvar[j-2]][codtab[jk][j-2]]);                   fprintf(ficgp,"+p%d*%d",i+j+nagesqr-1,nbcode[Tvar[j-2]][codtabm(jk,j-2)]);
              }               }
              fprintf(ficgp,")/(1");               fprintf(ficgp,")/(1");
                             
Line 4831  plot [%.f:%.f]  ", ageminpar, agemaxpar) Line 4848  plot [%.f:%.f]  ", ageminpar, agemaxpar)
       
                ij=1;                 ij=1;
                for(j=3; j <=ncovmodel-nagesqr; j++){                 for(j=3; j <=ncovmodel-nagesqr; j++){
                  if(((j-2)==Tage[ij]) &&(ij <=cptcovage)) {                   if(ij <=cptcovage) { /* Bug valgrind */
                    fprintf(ficgp,"+p%d*%d*x",k3+(k1-1)*ncovmodel+1+j-2+nagesqr,nbcode[Tvar[j-2]][codtab[jk][Tvar[j-2]]]);                     if((j-2)==Tage[ij]) { /* Bug valgrind */
                    ij++;                       fprintf(ficgp,"+p%d*%d*x",k3+(k1-1)*ncovmodel+1+j-2+nagesqr,nbcode[Tvar[j-2]][codtabm(jk,Tvar[j-2])]);
                        ij++;
                      }
                  }                   }
                  else                   else
                    fprintf(ficgp,"+p%d*%d",k3+(k1-1)*ncovmodel+1+j-2+nagesqr,nbcode[Tvar[j-2]][codtab[jk][j-2]]);                     fprintf(ficgp,"+p%d*%d",k3+(k1-1)*ncovmodel+1+j-2+nagesqr,nbcode[Tvar[j-2]][codtabm(jk,j-2)]);
                }                 }
                fprintf(ficgp,")");                 fprintf(ficgp,")");
              }               }
Line 4963  void prevforecast(char fileres[], double Line 4982  void prevforecast(char fileres[], double
       k=k+1;        k=k+1;
       fprintf(ficresf,"\n#******");        fprintf(ficresf,"\n#******");
       for(j=1;j<=cptcoveff;j++) {        for(j=1;j<=cptcoveff;j++) {
         fprintf(ficresf," V%d=%d, hpijx=probability over h years, hp.jx is weighted by observed prev ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);          fprintf(ficresf," V%d=%d, hpijx=probability over h years, hp.jx is weighted by observed prev ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
       }        }
       fprintf(ficresf,"******\n");        fprintf(ficresf,"******\n");
       fprintf(ficresf,"# Covariate valuofcovar yearproj age");        fprintf(ficresf,"# Covariate valuofcovar yearproj age");
Line 4987  void prevforecast(char fileres[], double Line 5006  void prevforecast(char fileres[], double
             if (h*hstepm/YEARM*stepm ==yearp) {              if (h*hstepm/YEARM*stepm ==yearp) {
               fprintf(ficresf,"\n");                fprintf(ficresf,"\n");
               for(j=1;j<=cptcoveff;j++)                 for(j=1;j<=cptcoveff;j++) 
                 fprintf(ficresf,"%d %d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);                  fprintf(ficresf,"%d %d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
               fprintf(ficresf,"%.f %.f ",anproj1+yearp,agec+h*hstepm/YEARM*stepm);                fprintf(ficresf,"%.f %.f ",anproj1+yearp,agec+h*hstepm/YEARM*stepm);
             }               } 
             for(j=1; j<=nlstate+ndeath;j++) {              for(j=1; j<=nlstate+ndeath;j++) {
Line 5085  void populforecast(char fileres[], doubl Line 5104  void populforecast(char fileres[], doubl
       k=k+1;        k=k+1;
       fprintf(ficrespop,"\n#******");        fprintf(ficrespop,"\n#******");
       for(j=1;j<=cptcoveff;j++) {        for(j=1;j<=cptcoveff;j++) {
         fprintf(ficrespop," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);          fprintf(ficrespop," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
       }        }
       fprintf(ficrespop,"******\n");        fprintf(ficrespop,"******\n");
       fprintf(ficrespop,"# Age");        fprintf(ficrespop,"# Age");
Line 5742  int decodemodel ( char model[], int last Line 5761  int decodemodel ( char model[], int last
       /*        k=1 Tvar[1]=2 (from V2) */        /*        k=1 Tvar[1]=2 (from V2) */
       /*        k=5 Tvar[5] */        /*        k=5 Tvar[5] */
       /* for (k=1; k<=cptcovn;k++) { */        /* for (k=1; k<=cptcovn;k++) { */
       /*        cov[2+k]=nbcode[Tvar[k]][codtab[ij][Tvar[k]]]; */        /*        cov[2+k]=nbcode[Tvar[k]][codtabm(ij,Tvar[k])]; */
       /*        } */        /*        } */
       /* for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=nbcode[Tvar[Tage[k]]][codtab[ij][Tvar[Tage[k]]]]*cov[2]; */        /* for (k=1; k<=cptcovage;k++) cov[2+Tage[k]]=nbcode[Tvar[Tage[k]]][codtabm(ij,Tvar[Tage[k])]]*cov[2]; */
       /*        /*
        * Treating invertedly V2+V1+V3*age+V2*V4 is as if written V2*V4 +V3*age + V1 + V2 */         * Treating invertedly V2+V1+V3*age+V2*V4 is as if written V2*V4 +V3*age + V1 + V2 */
       for(k=cptcovt; k>=1;k--) /**< Number of covariates */        for(k=cptcovt; k>=1;k--) /**< Number of covariates */
Line 6155  int prevalence_limit(double *p, double * Line 6174  int prevalence_limit(double *p, double *
       //for(cptcod=1;cptcod<=ncodemax[cptcov];cptcod++){        //for(cptcod=1;cptcod<=ncodemax[cptcov];cptcod++){
         k=k+1;          k=k+1;
         /* to clean */          /* to clean */
         //printf("cptcov=%d cptcod=%d codtab=%d\n",cptcov, cptcod,codtab[cptcod][cptcov]);          //printf("cptcov=%d cptcod=%d codtab=%d\n",cptcov, cptcod,codtabm(cptcod,cptcov));
         fprintf(ficrespl,"\n#******");          fprintf(ficrespl,"\n#******");
         printf("\n#******");          printf("\n#******");
         fprintf(ficlog,"\n#******");          fprintf(ficlog,"\n#******");
         for(j=1;j<=cptcoveff;j++) {          for(j=1;j<=cptcoveff;j++) {
           fprintf(ficrespl," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);            fprintf(ficrespl," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
           printf(" V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);            printf(" V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
           fprintf(ficlog," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);            fprintf(ficlog," V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
         }          }
         fprintf(ficrespl,"******\n");          fprintf(ficrespl,"******\n");
         printf("******\n");          printf("******\n");
Line 6170  int prevalence_limit(double *p, double * Line 6189  int prevalence_limit(double *p, double *
   
         fprintf(ficrespl,"#Age ");          fprintf(ficrespl,"#Age ");
         for(j=1;j<=cptcoveff;j++) {          for(j=1;j<=cptcoveff;j++) {
           fprintf(ficrespl,"V%d %d",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);            fprintf(ficrespl,"V%d %d",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
         }          }
         for(i=1; i<=nlstate;i++) fprintf(ficrespl,"%d-%d ",i,i);          for(i=1; i<=nlstate;i++) fprintf(ficrespl,"%d-%d ",i,i);
         fprintf(ficrespl,"\n");          fprintf(ficrespl,"\n");
Line 6180  int prevalence_limit(double *p, double * Line 6199  int prevalence_limit(double *p, double *
           prevalim(prlim, nlstate, p, age, oldm, savm,ftolpl,k);            prevalim(prlim, nlstate, p, age, oldm, savm,ftolpl,k);
           fprintf(ficrespl,"%.0f ",age );            fprintf(ficrespl,"%.0f ",age );
           for(j=1;j<=cptcoveff;j++)            for(j=1;j<=cptcoveff;j++)
             fprintf(ficrespl,"%d %d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);              fprintf(ficrespl,"%d %d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
           for(i=1; i<=nlstate;i++)            for(i=1; i<=nlstate;i++)
             fprintf(ficrespl," %.5f", prlim[i][i]);              fprintf(ficrespl," %.5f", prlim[i][i]);
           fprintf(ficrespl,"\n");            fprintf(ficrespl,"\n");
Line 6227  int hPijx(double *p, int bage, int fage) Line 6246  int hPijx(double *p, int bage, int fage)
     for (k=1; k <= (int) pow(2,cptcoveff); k++){      for (k=1; k <= (int) pow(2,cptcoveff); k++){
       fprintf(ficrespij,"\n#****** ");        fprintf(ficrespij,"\n#****** ");
       for(j=1;j<=cptcoveff;j++)         for(j=1;j<=cptcoveff;j++) 
         fprintf(ficrespij,"V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtab[k][j]]);          fprintf(ficrespij,"V%d=%d ",Tvaraff[j],nbcode[Tvaraff[j]][codtabm(k,j)]);
       fprintf(ficrespij,"******\n");        fprintf(ficrespij,"******\n");
               
       for (agedeb=fage; agedeb>=bage; agedeb--){ /* If stepm=6 months */        for (agedeb=fage; agedeb>=bage; agedeb--){ /* If stepm=6 months */
Line 6279  int main(int argc, char *argv[]) Line 6298  int main(int argc, char *argv[])
   
   int jj, ll, li, lj, lk;    int jj, ll, li, lj, lk;
   int numlinepar=0; /* Current linenumber of parameter file */    int numlinepar=0; /* Current linenumber of parameter file */
     int num_filled;
   int itimes;    int itimes;
   int NDIM=2;    int NDIM=2;
   int vpopbased=0;    int vpopbased=0;
Line 6297  int main(int argc, char *argv[]) Line 6317  int main(int argc, char *argv[])
   double ***mobaverage;    double ***mobaverage;
   
   char line[MAXLINE];    char line[MAXLINE];
   char path[MAXLINE],pathc[MAXLINE],pathcd[MAXLINE],pathtot[MAXLINE],model[MAXLINE];    char path[MAXLINE],pathc[MAXLINE],pathcd[MAXLINE],pathtot[MAXLINE];
   
     char model[MAXLINE], modeltemp[MAXLINE];
   char pathr[MAXLINE], pathimach[MAXLINE];     char pathr[MAXLINE], pathimach[MAXLINE]; 
   char *tok, *val; /* pathtot */    char *tok, *val; /* pathtot */
   int firstobs=1, lastobs=10;    int firstobs=1, lastobs=10;
Line 6441  int main(int argc, char *argv[]) Line 6463  int main(int argc, char *argv[])
     goto end;      goto end;
   }    }
   fprintf(ficlog,"Log filename:%s\n",filelog);    fprintf(ficlog,"Log filename:%s\n",filelog);
   fprintf(ficlog,"\n%s\n%s",version,fullversion);    fprintf(ficlog,"Version %s %s",version,fullversion);
   fprintf(ficlog,"\nEnter the parameter file name: \n");    fprintf(ficlog,"\nEnter the parameter file name: \n");
   fprintf(ficlog,"pathimach=%s\npathtot=%s\n\    fprintf(ficlog,"pathimach=%s\npathtot=%s\n\
  path=%s \n\   path=%s \n\
Line 6449  int main(int argc, char *argv[]) Line 6471  int main(int argc, char *argv[])
  optionfilext=%s\n\   optionfilext=%s\n\
  optionfilefiname='%s'\n",pathimach,pathtot,path,optionfile,optionfilext,optionfilefiname);   optionfilefiname='%s'\n",pathimach,pathtot,path,optionfile,optionfilext,optionfilefiname);
   
   syscompilerinfo(0);    syscompilerinfo(1);
   
   printf("Local time (at start):%s",strstart);    printf("Local time (at start):%s",strstart);
   fprintf(ficlog,"Local time (at start): %s",strstart);    fprintf(ficlog,"Local time (at start): %s",strstart);
Line 6485  int main(int argc, char *argv[]) Line 6507  int main(int argc, char *argv[])
   
   /* Reads comments: lines beginning with '#' */    /* Reads comments: lines beginning with '#' */
   numlinepar=0;    numlinepar=0;
   while((c=getc(ficpar))=='#' && c!= EOF){  
     ungetc(c,ficpar);      /* First parameter line */
     fgets(line, MAXLINE, ficpar);    while(fgets(line, MAXLINE, ficpar)) {
       /* If line starts with a # it is a comment */
       if (line[0] == '#') {
         numlinepar++;
         fputs(line,stdout);
         fputs(line,ficparo);
         fputs(line,ficlog);
         continue;
       }else
         break;
     }
     if((num_filled=sscanf(line,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\n", \
                           title, datafile, &lastobs, &firstpass,&lastpass)) !=EOF){
       if (num_filled != 5) {
         printf("Should be 5 parameters\n");
       }
     numlinepar++;      numlinepar++;
     fputs(line,stdout);      printf("title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\n", title, datafile, lastobs, firstpass,lastpass);
     fputs(line,ficparo);    }
     fputs(line,ficlog);    /* Second parameter line */
     while(fgets(line, MAXLINE, ficpar)) {
       /* If line starts with a # it is a comment */
       if (line[0] == '#') {
         numlinepar++;
         fputs(line,stdout);
         fputs(line,ficparo);
         fputs(line,ficlog);
         continue;
       }else
         break;
     }
     if((num_filled=sscanf(line,"ftol=%lf stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\n", \
                           &ftol, &stepm, &ncovcol, &nlstate, &ndeath, &maxwav, &mle, &weightopt)) !=EOF){
       if (num_filled != 8) {
         printf("Not 8\n");
       }
       printf("ftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\n",ftol, stepm, ncovcol, nlstate,ndeath, maxwav, mle, weightopt);
   }    }
   ungetc(c,ficpar);  
   
   fscanf(ficpar,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%lf stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d model=1+age+%s\n",title, datafile, &lastobs, &firstpass,&lastpass,&ftol, &stepm, &ncovcol, &nlstate,&ndeath, &maxwav, &mle, &weightopt,model);    /* Third parameter line */
   numlinepar=numlinepar+3; /* In general */    while(fgets(line, MAXLINE, ficpar)) {
   printf("title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age+%s\n", title, datafile, lastobs, firstpass,lastpass,ftol, stepm, ncovcol, nlstate,ndeath, maxwav, mle, weightopt,model);      /* If line starts with a # it is a comment */
       if (line[0] == '#') {
         numlinepar++;
         fputs(line,stdout);
         fputs(line,ficparo);
         fputs(line,ficlog);
         continue;
       }else
         break;
     }
     if((num_filled=sscanf(line,"model=1+age%[^.\n]\n", model)) !=EOF){
       if (num_filled != 1) {
         printf("ERROR %d: Model should be at minimum 'model=1+age.' %s\n",num_filled, line);
         fprintf(ficlog,"ERROR %d: Model should be at minimum 'model=1+age.' %s\n",num_filled, line);
         model[0]='\0';
         goto end;
       }
       else{
         if (model[0]=='+'){
           for(i=1; i<=strlen(model);i++)
             modeltemp[i-1]=model[i];
         }
         strcpy(model,modeltemp); 
       }
       printf(" model=1+age%s modeltemp= %s, model=%s\n",model, modeltemp, model);fflush(stdout);
     }
     /* fscanf(ficpar,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%lf stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d model=1+age+%s\n",title, datafile, &lastobs, &firstpass,&lastpass,&ftol, &stepm, &ncovcol, &nlstate,&ndeath, &maxwav, &mle, &weightopt,model); */
     /* numlinepar=numlinepar+3; /\* In general *\/ */
     /* printf("title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age+%s\n", title, datafile, lastobs, firstpass,lastpass,ftol, stepm, ncovcol, nlstate,ndeath, maxwav, mle, weightopt,model); */
   if(model[strlen(model)-1]=='.') /* Suppressing leading dot in the model */    if(model[strlen(model)-1]=='.') /* Suppressing leading dot in the model */
     model[strlen(model)-1]='\0';      model[strlen(model)-1]='\0';
   fprintf(ficparo,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age+%s.\n", title, datafile, lastobs, firstpass,lastpass,ftol,stepm,ncovcol,nlstate,ndeath,maxwav, mle, weightopt,model);    fprintf(ficparo,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age%s.\n", title, datafile, lastobs, firstpass,lastpass,ftol,stepm,ncovcol,nlstate,ndeath,maxwav, mle, weightopt,model);
   fprintf(ficlog,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age+%s.\n", title, datafile, lastobs, firstpass,lastpass,ftol,stepm,ncovcol,nlstate,ndeath,maxwav, mle, weightopt,model);    fprintf(ficlog,"title=%s datafile=%s lastobs=%d firstpass=%d lastpass=%d\nftol=%e stepm=%d ncovcol=%d nlstate=%d ndeath=%d maxwav=%d mle=%d weight=%d\nmodel=1+age%s.\n", title, datafile, lastobs, firstpass,lastpass,ftol,stepm,ncovcol,nlstate,ndeath,maxwav, mle, weightopt,model);
   fflush(ficlog);    fflush(ficlog);
   /* if(model[0]=='#'|| model[0]== '\0'){ */    /* if(model[0]=='#'|| model[0]== '\0'){ */
   if(model[0]=='#'){    if(model[0]=='#'){
Line 6837  Please run with mle=-1 to get a correct Line 6918  Please run with mle=-1 to get a correct
   /* 1 to ncodemax[j] is the maximum value of this jth covariate */    /* 1 to ncodemax[j] is the maximum value of this jth covariate */
   
   codtab=imatrix(1,100,1,10); /* codtab[h,k]=( (h-1) - mod(k-1,2**(k-1) )/2**(k-1) */    codtab=imatrix(1,100,1,10); /* codtab[h,k]=( (h-1) - mod(k-1,2**(k-1) )/2**(k-1) */
   /*printf(" codtab[1,1],codtab[100,10]=%d,%d\n", codtab[1][1],codtab[100][10]);*/    /*printf(" codtab[1,1],codtab[100,10]=%d,%d\n", codtab[1][1],codtabm(100,10));*/
   /* codtab gives the value 1 or 2 of the hth combination of k covariates (1 or 2).*/    /* codtab gives the value 1 or 2 of the hth combination of k covariates (1 or 2).*/
   h=0;    h=0;
   
Line 6847  Please run with mle=-1 to get a correct Line 6928  Please run with mle=-1 to get a correct
     
   m=pow(2,cptcoveff);    m=pow(2,cptcoveff);
     
   for(k=1;k<=cptcoveff; k++){ /* scans any effective covariate */  
     for(i=1; i <=pow(2,cptcoveff-k);i++){ /* i=1 to 8/1=8; i=1 to 8/2=4; i=1 to 8/8=1 */   
       for(j=1; j <= ncodemax[k]; j++){ /* For each modality of this covariate ncodemax=2*/  
         for(cpt=1; cpt <=pow(2,k-1); cpt++){  /* cpt=1 to 8/2**(3+1-1 or 3+1-3) =1 or 4 */   
           h++;  
           if (h>m)   
             h=1;  
           /**< codtab(h,k)  k   = codtab[h,k]=( (h-1) - mod(k-1,2**(k-1) )/2**(k-1) + 1            /**< codtab(h,k)  k   = codtab[h,k]=( (h-1) - mod(k-1,2**(k-1) )/2**(k-1) + 1
            * For k=4 covariates, h goes from 1 to 2**k             * For k=4 covariates, h goes from 1 to 2**k
            * codtabm(h,k)=  1 & (h-1) >> (k-1) ;             * codtabm(h,k)=  1 & (h-1) >> (k-1) ;
Line 6867  Please run with mle=-1 to get a correct Line 6941  Please run with mle=-1 to get a correct
            *     6     2     1     2     1             *     6     2     1     2     1
            *     7 i=4 1     2     2     1             *     7 i=4 1     2     2     1
            *     8     2     2     2     1             *     8     2     2     2     1
            *     9 i=5 1 i=3 1 i=2 1     1             *     9 i=5 1 i=3 1 i=2 1     2
            *    10     2     1     1     1             *    10     2     1     1     2
            *    11 i=6 1     2     1     1             *    11 i=6 1     2     1     2
            *    12     2     2     1     1             *    12     2     2     1     2
            *    13 i=7 1 i=4 1     2     1                 *    13 i=7 1 i=4 1     2     2    
            *    14     2     1     2     1             *    14     2     1     2     2
            *    15 i=8 1     2     2     1             *    15 i=8 1     2     2     2
            *    16     2     2     2     1             *    16     2     2     2     2
            */             */
           codtab[h][k]=j;    for(h=1; h <=100 ;h++){ 
           /* codtab[12][3]=1; */      /* printf("h=%2d ", h); */
           /*codtab[h][Tvar[k]]=j;*/       for(k=1; k <=10; k++){
           printf("h=%d k=%d j=%d codtab[h][k]=%d Tvar[k]=%d codtab[h][Tvar[k]]=%d \n",h, k,j,codtab[h][k],Tvar[k],codtab[h][Tvar[k]]);         /* printf("k=%d %d ",k,codtabm(h,k)); */
         }          codtab[h][k]=codtabm(h,k);
       }       }
     }       /* printf("\n"); */
   }     }
     /* for(k=1;k<=cptcoveff; k++){ /\* scans any effective covariate *\/ */
     /*   for(i=1; i <=pow(2,cptcoveff-k);i++){ /\* i=1 to 8/1=8; i=1 to 8/2=4; i=1 to 8/8=1 *\/  */
     /*     for(j=1; j <= ncodemax[k]; j++){ /\* For each modality of this covariate ncodemax=2*\/ */
     /*    for(cpt=1; cpt <=pow(2,k-1); cpt++){  /\* cpt=1 to 8/2**(3+1-1 or 3+1-3) =1 or 4 *\/  */
     /*      h++; */
     /*      if (h>m)  */
     /*        h=1; */
     /*      codtab[h][k]=j; */
     /*      /\* codtab[12][3]=1; *\/ */
     /*      /\*codtab[h][Tvar[k]]=j;*\/ */
     /*      /\* printf("h=%d k=%d j=%d codtab[h][k]=%d Tvar[k]=%d codtab[h][Tvar[k]]=%d \n",h, k,j,codtab[h][k],Tvar[k],codtab[h][Tvar[k]]); *\/ */
     /*    }  */
     /*     } */
     /*   } */
     /* }  */
   /* printf("codtab[1][2]=%d codtab[2][2]=%d",codtab[1][2],codtab[2][2]);     /* printf("codtab[1][2]=%d codtab[2][2]=%d",codtab[1][2],codtab[2][2]); 
      codtab[1][2]=1;codtab[2][2]=2; */       codtab[1][2]=1;codtab[2][2]=2; */
   /* for(i=1; i <=m ;i++){     /* for(i=1; i <=m ;i++){  */
      for(k=1; k <=cptcovn; k++){    /*    for(k=1; k <=cptcovn; k++){ */
        printf("i=%d k=%d %d %d ",i,k,codtab[i][k], cptcoveff);    /*      printf("i=%d k=%d %d %d ",i,k,codtab[i][k], cptcoveff); */
      }    /*    } */
      printf("\n");    /*    printf("\n"); */
      }    /* } */
      scanf("%d",i);*/    /*   scanf("%d",i);*/
   
  free_ivector(Ndum,-1,NCOVMAX);   free_ivector(Ndum,-1,NCOVMAX);
   
Line 7255  Please run with mle=-1 to get a correct Line 7344  Please run with mle=-1 to get a correct
       ftolhess=ftol; /* Usually correct */        ftolhess=ftol; /* Usually correct */
       hesscov(matcov, p, npar, delti, ftolhess, func);        hesscov(matcov, p, npar, delti, ftolhess, func);
     }      }
     printf("Parameters and 95%% confidence intervals\n");      printf("Parameters and 95%% confidence intervals\n W is simply the result of the division of the parameter by the square root of covariance of the parameter.\n And Wald-based confidence intervals plus and minus 1.96 * W .\n But be careful that parameters are highly correlated because incidence of disability is highly correlated to incidence of recovery.\n It might be better to visualize the covariance matrix. See the page 'Matrix of variance-covariance of one-step probabilities' and its graphs.\n");
     fprintf(ficlog, "Parameters, T and confidence intervals\n");      fprintf(ficlog, "Parameters, Wald tests and Wald-based confidence intervals\n W is simply the result of the division of the parameter by the square root of covariance of the parameter.\n And Wald-based confidence intervals plus and minus 1.96 * W \n  It might be better to visualize the covariance matrix. See the page 'Matrix of variance-covariance of one-step probabilities' and its graphs.\n");
     for(i=1,jk=1; i <=nlstate; i++){      for(i=1,jk=1; i <=nlstate; i++){
       for(k=1; k <=(nlstate+ndeath); k++){        for(k=1; k <=(nlstate+ndeath); k++){
         if (k != i) {          if (k != i) {
           printf("%d%d ",i,k);            printf("%d%d ",i,k);
           fprintf(ficlog,"%d%d ",i,k);            fprintf(ficlog,"%d%d ",i,k);
           for(j=1; j <=ncovmodel; j++){            for(j=1; j <=ncovmodel; j++){
             printf("%12.7f T=%8.3f CI=[%12.7f ; %12.7f] ",p[jk], p[jk]/sqrt(matcov[jk][jk]), p[jk]-2*sqrt(matcov[jk][jk]),p[jk]+2*sqrt(matcov[jk][jk]));              printf("%12.7f W=%8.3f CI=[%12.7f ; %12.7f] ",p[jk], p[jk]/sqrt(matcov[jk][jk]), p[jk]-1.96*sqrt(matcov[jk][jk]),p[jk]+1.96*sqrt(matcov[jk][jk]));
             fprintf(ficlog,"%12.7f T=%8.3f CI=[%12.7f ; %12.7f] ",p[jk], p[jk]/sqrt(matcov[jk][jk]), p[jk]-2*sqrt(matcov[jk][jk]),p[jk]+2*sqrt(matcov[jk][jk]));              fprintf(ficlog,"%12.7f W=%8.3f CI=[%12.7f ; %12.7f] ",p[jk], p[jk]/sqrt(matcov[jk][jk]), p[jk]-1.96*sqrt(matcov[jk][jk]),p[jk]+1.96*sqrt(matcov[jk][jk]));
             jk++;               jk++; 
           }            }
           printf("\n");            printf("\n");

Removed from v.1.196  
changed lines
  Added in v.1.198


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