/* nag_ken_spe_corr_coeff (g02brc) Example Program.
*
* NAGPRODCODE Version.
*
* Copyright 2016 Numerical Algorithms Group.
*
* Mark 26, 2016.
*/
#include <nag.h>
#include <stdio.h>
#include <nag_stdlib.h>
#include <nagg02.h>
#define X(I, J) x[(I) *tdx + J]
#define CORR(I, J) corr[(I) *tdcorr + J]
int main(void)
{
Integer exit_status = 0, i, j, m, n, *sobs = 0, *sobsptr, *svar = 0;
Integer *svarptr;
Integer tdcorr, tdx;
NagError fail;
char s, w;
double *corr = 0, *x = 0;
INIT_FAIL(fail);
printf("nag_ken_spe_corr_coeff (g02brc) Example Program Results\n");
/* Skip heading in data file */
scanf(" %*[^\n]");
/* Read data */
scanf("%" NAG_IFMT "%" NAG_IFMT "\n", &m, &n);
if (m >= 2 && n >= 2) {
if (!(x = NAG_ALLOC(n * m, double)) ||
!(corr = NAG_ALLOC(m * m, double)) ||
!(svar = NAG_ALLOC(m, Integer)) || !(sobs = NAG_ALLOC(n, Integer)))
{
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
tdx = m;
tdcorr = m;
}
else {
printf("Invalid m or n.\n");
exit_status = 1;
return exit_status;
}
for (i = 0; i < n; i++)
for (j = 0; j < m; j++)
scanf("%lf", &X(i, j));
/* Read flag specifying if svar is to be supplied */
scanf(" %c", &s);
if (s == 'S' || s == 's') {
/* Assign pointer to svar and read in values for svar */
svarptr = svar;
for (i = 0; i < m; i++)
scanf("%" NAG_IFMT "", &svar[i]);
}
else {
/* Assign pointer to NULL and discard rest of line */
svarptr = (Integer *) 0;
/* skip rest of line */
scanf(" %*[^\n]");
}
/* Read flag specifying if sobs is to be supllied */
scanf(" %c", &w);
if (w == 'W' || w == 'w') {
/* Assign pointer to sobs and read in values for sobs */
sobsptr = sobs;
for (i = 0; i < n; i++)
scanf("%" NAG_IFMT "", &sobs[i]);
}
else {
/* Assign pointer to NULL and discard rest of line */
sobsptr = (Integer *) 0;
/* skip rest of line */
scanf(" %*[^\n]");
}
/* Calculate the Kendall and Spearman coefficients */
/* nag_ken_spe_corr_coeff (g02brc).
* Kendall and/or Spearman non-parametric rank correlation
* coefficients, allows variables and observations to be
* selectively disregarded
*/
nag_ken_spe_corr_coeff(n, m, x, tdx, svarptr, sobsptr, corr, tdcorr, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_ken_spe_corr_coeff (g02brc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
printf("\nCorrelation coefficients:\n\n");
for (i = 0; i < m; i++) {
for (j = 0; j < m; j++)
printf("%8.5f ", CORR(i, j));
printf("\n");
}
END:
NAG_FREE(x);
NAG_FREE(corr);
NAG_FREE(svar);
NAG_FREE(sobs);
return exit_status;
}