/* nag_mv_canon_corr (g03adc) Example Program.
*
* Copyright 2021 Numerical Algorithms Group.
*
* Mark 27.3, 2021.
*
*/
#include <nag.h>
#include <stdio.h>
#define Z(I, J) z[(I)*tdz + J]
#define CVX(I, J) cvx[(I)*tdcvx + J]
#define CVY(I, J) cvy[(I)*tdcvy + J]
#define E(I, J) e[(I)*tde + J]
int main(void) {
Integer exit_status = 0, i, *isz = 0, j, m, n, ncv, nx, ny, tdcvx, tdcvy,
tde = 6;
Integer tdz;
NagError fail;
char weight[2];
double *cvx = 0, *cvy = 0, *e = 0, tol, *wt = 0, *wtptr, *z = 0;
INIT_FAIL(fail);
printf("nag_mv_canon_corr (g03adc) Example Program Results\n\n");
/* Skip heading in data file */
scanf("%*[^\n]");
scanf("%" NAG_IFMT "", &n);
scanf("%" NAG_IFMT "", &m);
scanf("%" NAG_IFMT "", &nx);
scanf("%" NAG_IFMT "", &ny);
scanf("%1s", weight);
if (nx >= 1 && ny >= 1 && n > nx + ny && m >= nx + ny) {
if (!(z = NAG_ALLOC(n * m, double)) || !(wt = NAG_ALLOC(n, double)) ||
!(isz = NAG_ALLOC(m, Integer)) ||
!(cvx = NAG_ALLOC(nx * (MIN(nx, ny)), double)) ||
!(cvy = NAG_ALLOC(ny * (MIN(nx, ny)), double)) ||
!(e = NAG_ALLOC((MIN(nx, ny)) * 6, double))
) {
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
tdz = m;
tdcvx = MIN(nx, ny);
tdcvy = MIN(nx, ny);
tde = 6;
} else {
printf("Invalid nx or ny or n or m.\n");
exit_status = 1;
return exit_status;
}
if (*weight == 'W') {
for (i = 0; i < n; ++i) {
for (j = 0; j < m; ++j)
scanf("%lf", &Z(i, j));
scanf("%lf", &wt[i]);
}
wtptr = wt;
} else {
for (i = 0; i < n; ++i) {
for (j = 0; j < m; ++j)
scanf("%lf", &Z(i, j));
}
wtptr = 0;
}
for (j = 0; j < m; ++j)
scanf("%" NAG_IFMT "", &isz[j]);
tol = 1e-6;
/* nag_mv_canon_corr (g03adc).
* Canonical correlation analysis
*/
nag_mv_canon_corr(n, m, z, tdz, isz, nx, ny, wtptr, e, tde, &ncv, cvx, tdcvx,
cvy, tdcvy, tol, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_mv_canon_corr (g03adc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
printf("\n%s%2" NAG_IFMT "%s%2" NAG_IFMT "\n\n", "Rank of x = ", nx,
" Rank of y = ", ny);
printf(" Canonical Eigenvalues Percentage Chisq "
" DF Sig\n");
printf(" correlations variation\n");
for (i = 0; i < ncv; ++i) {
for (j = 0; j < 6; ++j)
printf("%12.4f", E(i, j));
printf("\n");
}
printf("\nCanonical coefficients for x\n");
for (i = 0; i < nx; ++i) {
for (j = 0; j < ncv; ++j)
printf("%9.4f", CVX(i, j));
printf("\n");
}
printf("\nCanonical coefficients for y\n");
for (i = 0; i < ny; ++i) {
for (j = 0; j < ncv; ++j)
printf("%9.4f", CVY(i, j));
printf("\n");
}
END:
NAG_FREE(z);
NAG_FREE(wt);
NAG_FREE(isz);
NAG_FREE(cvx);
NAG_FREE(cvy);
NAG_FREE(e);
return exit_status;
}