/* nag_kernel_density_gauss (g10bbc) Example Program.
*
* Copyright 2017 Numerical Algorithms Group.
*
* Mark 26.1, 2017.
*/
/* Pre-processor includes */
#include <stdio.h>
#include <nag.h>
#include <nag_stdlib.h>
#include <nagg01.h>
#include <nagg10.h>
int main(void)
{
/* Integer scalar and array declarations */
Integer n, ns, i;
Integer exit_status = 0;
/* Nag Types */
NagError fail;
Nag_Boolean fcall;
Nag_WindowType wtype;
/* Double scalar and array declarations */
double shi, slo, window;
double *rcomm = 0, *smooth = 0, *t = 0, *x = 0;
/* Character scalar and array declarations */
char cwtype[40];
/* Initialize the error structure */
INIT_FAIL(fail);
printf("nag_kernel_density_gauss (g10bbc) Example Program Results\n\n");
/* Skip heading in data file */
scanf("%*[^\n] ");
/* Read in density estimation information */
scanf("%39s %lf %lf %lf %" NAG_IFMT "%*[^\n] ", cwtype, &window, &slo, &shi,
&ns);
wtype = (Nag_WindowType) nag_enum_name_to_value(cwtype);
/* Read in the size of the dataset */
scanf("%" NAG_IFMT "%*[^\n] ", &n);
if (!(smooth = NAG_ALLOC(ns, double)) ||
!(t = NAG_ALLOC(ns, double)) ||
!(rcomm = NAG_ALLOC(ns + 20, double)) || !(x = NAG_ALLOC(n, double)))
{
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
/* Only calling the routine once */
fcall = Nag_TRUE;
/* Read in data */
for (i = 0; i < n; i++) {
scanf("%lf", &x[i]);
}
scanf("%*[^\n] ");
/* Call nag_kernel_density_gauss (g10bbc) to perform kernel
* density estimation
*/
nag_kernel_density_gauss(n, x, wtype, &window, &slo, &shi, ns, smooth, t,
fcall, rcomm, &fail);
if (fail.code != NE_NOERROR && fail.code != NW_POTENTIAL_PROBLEM) {
printf("Error from nag_kernel_density_gauss (g10bbc).\n%s\n",
fail.message);
exit_status = -1;
goto END;
}
/* Display the summary of results */
printf("Window Width Used = %13.4e\n", window);
printf("Interval = (%13.4e,%13.4e)\n", slo, shi);
printf("\n");
printf("First %" NAG_IFMT " output values:\n", MIN(ns, 20));
printf("\n");
printf(" Time Density\n");
printf(" Point Estimate\n");
printf(" ---------------------------\n");
for (i = 0; i < MIN(20, ns); i++)
printf(" %13.3e %13.3e\n", t[i], smooth[i]);
END:
NAG_FREE(smooth);
NAG_FREE(t);
NAG_FREE(rcomm);
NAG_FREE(x);
return exit_status;
}