/* nag_surviv_risk_sets (g12zac) Example Program.
*
* Copyright 2014 Numerical Algorithms Group.
*
* Mark 7, 2002.
* Mark 7b revised, 2004.
*/
#include <stdio.h>
#include <nag.h>
#include <nag_stdlib.h>
#include <nagg11.h>
#include <nagg12.h>
int main(void)
{
/* Scalars */
double dev, tol;
Integer exit_status, i, ip, iprint, j, lisi, m,
maxit, mxn, n, nd, ns, num, nxs, pdx, pdz;
NagError fail;
Nag_OrderType order;
/* Arrays */
double *b = 0, *cov = 0, *sc = 0, *se = 0, *t = 0, *tp = 0,
*x = 0, *z = 0;
Integer *ic = 0, *id = 0, *irs = 0, *isi = 0, *isz = 0, *ixs = 0,
*nca = 0, *nct = 0;
#ifdef NAG_COLUMN_MAJOR
#define Z(I, J) z[(J-1)*pdz + I - 1]
#define X(I, J) x[(J-1)*pdx + I - 1]
order = Nag_ColMajor;
#else
#define Z(I, J) z[(I-1)*pdz + J - 1]
#define X(I, J) x[(I-1)*pdx + J - 1]
order = Nag_RowMajor;
#endif
INIT_FAIL(fail);
exit_status = 0;
printf("nag_surviv_risk_sets (g12zac) Example Program Results\n");
/* Skip heading in data file */
scanf("%*[^\n] ");
scanf("%ld%ld%ld%ld%ld%*[^\n] ",
&n, &m, &ns, &maxit, &iprint);
/* Allocate arrays t, z, ic and isi */
if (ns > 0)
lisi = n;
else
lisi = 1;
if (!(t = NAG_ALLOC(n, double)) ||
!(z = NAG_ALLOC(n * n, double)) ||
!(ic = NAG_ALLOC(n, Integer)) ||
!(isi = NAG_ALLOC(lisi, Integer)) ||
!(isz = NAG_ALLOC(m, Integer)))
{
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
if (order == Nag_ColMajor)
{
pdz = n;
}
else
{
pdz = m;
}
if (ns > 0)
{
for (i = 1; i <= n; ++i)
{
scanf("%lf", &t[i-1]);
for (j = 1; j <= m; ++j)
scanf("%lf", &Z(i, j));
scanf("%ld%ld%*[^\n] ", &ic[i-1], &isi[i-1]);
}
}
else
{
for (i = 1; i <= n; ++i)
{
scanf("%lf", &t[i-1]);
for (j = 1; j <= m; ++j)
scanf("%lf", &Z(i, j));
scanf("%ld%*[^\n] ", &ic[i-1]);
}
}
for (i = 1; i <= m; ++i)
scanf("%ld", &isz[i-1]);
scanf("%ld%*[^\n] ", &ip);
/* Allocate other arrays for nag_surviv_risk_sets (g12zac) */
mxn = 1000;
if (order == Nag_ColMajor)
{
pdx = mxn;
}
else
{
pdx = ip;
}
if (!(cov = NAG_ALLOC(ip*(ip+1)/2, double)) ||
!(sc = NAG_ALLOC(ip, double)) ||
!(se = NAG_ALLOC(ip, double)) ||
!(tp = NAG_ALLOC(n, double)) ||
!(x = NAG_ALLOC(mxn * ip, double)) ||
!(id = NAG_ALLOC(mxn, Integer)) ||
!(irs = NAG_ALLOC(n, Integer)) ||
!(ixs = NAG_ALLOC(mxn, Integer)))
{
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
/* nag_surviv_risk_sets (g12zac).
* Creates the risk sets associated with the Cox
* proportional hazards model for fixed covariates
*/
nag_surviv_risk_sets(order, n, m, ns, z, pdz, isz, ip, t, ic, isi, &num, ixs,
&nxs, x, mxn, id, &nd, tp, irs, &fail);
if (fail.code != NE_NOERROR)
{
printf("Error from nag_surviv_risk_sets (g12zac).\n%s\n",
fail.message);
exit_status = 1;
goto END;
}
/* Allocate arrays for nag_condl_logistic (g11cac) */
if (!(b = NAG_ALLOC(ip, double)) ||
!(nca = NAG_ALLOC(nxs, Integer)) ||
!(nct = NAG_ALLOC(nxs, Integer)))
{
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
for (i = 1; i <= ip; ++i)
scanf("%lf", &b[i-1]);
scanf("%*[^\n] ");
tol = 1e-5;
/* nag_condl_logistic (g11cac).
* Returns parameter estimates for the conditional analysis
* of stratified data
*/
nag_condl_logistic(order, num, ip, nxs, x, pdx, isz, ip, id, ixs, &dev, b,
se, sc, cov, nca, nct, tol, maxit, iprint, 0, &fail);
if (fail.code != NE_NOERROR)
{
printf("Error from nag_condl_logistic (g11cac).\n%s\n",
fail.message);
exit_status = 1;
goto END;
}
printf("\n");
printf(" Parameter Estimate Standard Error\n");
printf("\n");
for (i = 1; i <= ip; ++i)
printf("%5ld %8.4f %8.4f \n",
i, b[i-1], se[i-1]);
END:
NAG_FREE(b);
NAG_FREE(cov);
NAG_FREE(sc);
NAG_FREE(se);
NAG_FREE(t);
NAG_FREE(tp);
NAG_FREE(x);
NAG_FREE(z);
NAG_FREE(ic);
NAG_FREE(id);
NAG_FREE(irs);
NAG_FREE(isi);
NAG_FREE(isz);
NAG_FREE(ixs);
NAG_FREE(nca);
NAG_FREE(nct);
return exit_status;
}