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Diffstat (limited to 'gsl-1.9/randist/fdist.c')
-rw-r--r-- | gsl-1.9/randist/fdist.c | 67 |
1 files changed, 67 insertions, 0 deletions
diff --git a/gsl-1.9/randist/fdist.c b/gsl-1.9/randist/fdist.c new file mode 100644 index 0000000..b23e004 --- /dev/null +++ b/gsl-1.9/randist/fdist.c @@ -0,0 +1,67 @@ +/* randist/fdist.c + * + * Copyright (C) 1996, 1997, 1998, 1999, 2000 James Theiler, Brian Gough + * + * This program is free software; you can redistribute it and/or modify + * it under the terms of the GNU General Public License as published by + * the Free Software Foundation; either version 2 of the License, or (at + * your option) any later version. + * + * This program is distributed in the hope that it will be useful, but + * WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + * General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with this program; if not, write to the Free Software + * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. + */ + +#include <config.h> +#include <math.h> +#include <gsl/gsl_sf_gamma.h> +#include <gsl/gsl_rng.h> +#include <gsl/gsl_randist.h> + +/* The F distribution has the form + + p(x) dx = (nu1^(nu1/2) nu2^(nu2/2) Gamma((nu1 + nu2)/2) / + Gamma(nu1/2) Gamma(nu2/2)) * + x^(nu1/2 - 1) (nu2 + nu1 * x)^(-nu1/2 -nu2/2) dx + + The method used here is the one described in Knuth */ + +double +gsl_ran_fdist (const gsl_rng * r, const double nu1, const double nu2) +{ + + double Y1 = gsl_ran_gamma (r, nu1 / 2, 2.0); + double Y2 = gsl_ran_gamma (r, nu2 / 2, 2.0); + + double f = (Y1 * nu2) / (Y2 * nu1); + + return f; +} + +double +gsl_ran_fdist_pdf (const double x, const double nu1, const double nu2) +{ + if (x < 0) + { + return 0 ; + } + else + { + double p; + double lglg = (nu1 / 2) * log (nu1) + (nu2 / 2) * log (nu2) ; + + double lg12 = gsl_sf_lngamma ((nu1 + nu2) / 2); + double lg1 = gsl_sf_lngamma (nu1 / 2); + double lg2 = gsl_sf_lngamma (nu2 / 2); + + p = exp (lglg + lg12 - lg1 - lg2) + * pow (x, nu1 / 2 - 1) * pow (nu2 + nu1 * x, -nu1 / 2 - nu2 / 2); + + return p; + } +} |