/* nag_nonpar_test_ks_2sample (g08cdc) Example Program.
*
* Copyright 2023 Numerical Algorithms Group.
*
* Mark 29.1, 2023.
*
*
*/
#include <nag.h>
#include <stdio.h>
int main(void) {
/* Integer scalar and array declarations */
Integer exit_status = 0;
Integer m, n, lstate;
Integer *state = 0;
/* Double scalar and array declarations */
double d, p, z;
double *x = 0, *y = 0;
/* Character array declarations */
char nag_enum_arg[40];
/* NAG structures and data types */
Nag_TestStatistics ntype;
NagError fail;
/* Choose the base generator */
Nag_BaseRNG genid = Nag_Basic;
Integer subid = 0;
/* Set the seed */
Integer seed[] = {423523};
Integer lseed = 1;
/* Initialize the error structure */
INIT_FAIL(fail);
printf("nag_nonpar_test_ks_2sample (g08cdc) Example Program Results\n");
/* Get the length of the state array */
lstate = -1;
nag_rand_init_repeat(genid, subid, seed, lseed, state, &lstate, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_rand_init_repeat (g05kfc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
/* Skip heading in data file */
scanf("%*[^\n]");
/* Get the problem size */
scanf("%" NAG_IFMT " %" NAG_IFMT "", &n, &m);
/* Allocate the arrays */
if (!(x = NAG_ALLOC(n, double)) || !(state = NAG_ALLOC(lstate, Integer)) ||
!(y = NAG_ALLOC(m, double))) {
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
printf("\n");
/* Initialize the generator to a repeatable sequence */
nag_rand_init_repeat(genid, subid, seed, lseed, state, &lstate, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_rand_init_repeat (g05kfc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
/* Generate vector of n uniform variates between 0 and 2 */
nag_rand_dist_uniform(n, 0.0, 2.0, state, x, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_rand_dist_uniform (g05sqc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
/* Generate vector of m uniform variates between 0.25 and 2.25 */
nag_rand_dist_uniform(m, 0.25, 2.25, state, y, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_rand_dist_uniform (g05sqc).\n%s\n", fail.message);
exit_status = 1;
goto END;
}
scanf("%39s", nag_enum_arg);
/* nag_enum_name_to_value (x04nac).
* Converts NAG enum member name to value
*/
ntype = (Nag_TestStatistics)nag_enum_name_to_value(nag_enum_arg);
/* nag_nonpar_test_ks_2sample (g08cdc).
* Performs the two-sample Kolmogorov-Smirnov test
*/
nag_nonpar_test_ks_2sample(n, x, m, y, ntype, &d, &z, &p, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_nonpar_test_ks_2sample (g08cdc).\n%s\n",
fail.message);
exit_status = 1;
goto END;
}
printf("Test statistic D = %8.4f\n", d);
printf("Z statistic = %8.4f\n", z);
printf("Tail probability = %8.4f\n", p);
END:
NAG_FREE(x);
NAG_FREE(y);
NAG_FREE(state);
return exit_status;
}