/* nag_anova_confidence (g04dbc) Example Program.
*
* Copyright 2024 Numerical Algorithms Group.
*
* Mark 30.1, 2024.
*/
#include <nag.h>
#include <stdio.h>
int main(void) {
Integer exit_status = 0, nt, i, ij, irdf, j, n, nblock;
Integer *irep = 0, *isig = 0, *it = 0;
const char *fmt_99998[] = {"", " %3.0f ", "%10.1f ",
"%10.1f ", "%10.3f ", "%9.4f"};
char star[1 * 2 + 1];
char nag_enum_arg[40];
double clevel, gmean, rdf, tol;
double *bmean = 0, *c = 0, *cil = 0, *ciu = 0, *ef = 0, *r = 0;
double *table = 0, *tmean = 0, *y = 0;
Nag_IntervalType type;
NagError fail;
#define TABLE(I, J) table[((I)-1) * 5 + (J)-1]
INIT_FAIL(fail);
printf("nag_anova_confidence (g04dbc) Example Program Results\n");
/* Skip heading in data file */
scanf("%*[^\n]");
scanf("%" NAG_IFMT " %" NAG_IFMT " ", &n, &nt);
if (!(y = NAG_ALLOC(n, double)) || !(it = NAG_ALLOC(n, Integer)) ||
!(tmean = NAG_ALLOC(nt, double)) || !(table = NAG_ALLOC(4 * 5, double)) ||
!(c = NAG_ALLOC(nt * nt, double)) || !(irep = NAG_ALLOC(nt, Integer)) ||
!(r = NAG_ALLOC(n, double)) || !(ef = NAG_ALLOC(nt, double)) ||
!(isig = NAG_ALLOC(nt * (nt - 1) / 2, Integer)) ||
!(cil = NAG_ALLOC(nt * (nt - 1) / 2, double)) ||
!(ciu = NAG_ALLOC(nt * (nt - 1) / 2, double))) {
printf("Allocation failure\n");
exit_status = 1;
goto END;
}
for (i = 1; i <= n; ++i)
scanf("%lf ", &y[i - 1]);
for (i = 1; i <= n; ++i)
scanf("%" NAG_IFMT " ", &it[i - 1]);
tol = 5e-6;
irdf = 0;
nblock = 1;
if (!(bmean = NAG_ALLOC(nblock, double))) {
exit_status = -1;
printf("Allocation failure\n");
goto END;
}
/* nag_anova_random (g04bbc).
* General block design or completely randomized design
*/
nag_anova_random(n, y, Nag_NoBlocks, nblock, nt, it, &gmean, bmean, tmean,
table, c, nt, irep, r, ef, tol, irdf, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_anova_random (g04bbc).\n%s\n", fail.message);
exit_status = -1;
goto END;
}
printf("\n%s\n\n", "ANOVA table");
printf("%s\n\n",
" Source df SS MS F Prob");
printf(" Treatments");
for (j = 1; j <= 5; ++j)
printf(fmt_99998[j], TABLE(2, j));
printf("\n");
printf(" Residual ");
for (j = 1; j <= 3; ++j)
printf(fmt_99998[j], TABLE(3, j));
printf("\n");
printf(" Total ");
for (j = 1; j <= 2; ++j)
printf(fmt_99998[j], TABLE(4, j));
printf("\n");
printf("\n Treatment means\n");
printf("\n");
for (j = 1; j <= nt; ++j)
printf("%8.3f%s", tmean[j - 1], j % 8 ? "" : "\n");
printf("\n");
printf("\n Simultaneous Confidence Intervals\n\n");
rdf = TABLE(3, 1);
scanf(" %39s %lf", nag_enum_arg, &clevel);
/* nag_enum_name_to_value (x04nac).
* Converts NAG enum member name to value
*/
type = (Nag_IntervalType)nag_enum_name_to_value(nag_enum_arg);
/* nag_anova_confidence (g04dbc).
* Computes confidence intervals for differences between
* means computed by nag_anova_random (g04bbc) or
* nag_anova_rowcol (g04bcc)
*/
nag_anova_confidence(type, nt, tmean, rdf, c, nt, clevel, cil, ciu, isig,
&fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_anova_confidence (g04dbc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
star[1] = '*';
star[0] = ' ';
star[2] = '\0';
ij = 0;
for (i = 1; i <= nt; ++i) {
for (j = 1; j <= i - 1; ++j) {
++ij;
printf(" %2" NAG_IFMT "%2" NAG_IFMT " %10.3f %10.3f %c\n", i, j,
cil[ij - 1], ciu[ij - 1], star[isig[ij - 1]]);
}
}
END:
NAG_FREE(y);
NAG_FREE(it);
NAG_FREE(tmean);
NAG_FREE(table);
NAG_FREE(c);
NAG_FREE(irep);
NAG_FREE(r);
NAG_FREE(ef);
NAG_FREE(isig);
NAG_FREE(cil);
NAG_FREE(ciu);
NAG_FREE(bmean);
return exit_status;
}