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Diffstat (limited to 'gsl-1.9/randist/laplace.c')
-rw-r--r-- | gsl-1.9/randist/laplace.c | 57 |
1 files changed, 57 insertions, 0 deletions
diff --git a/gsl-1.9/randist/laplace.c b/gsl-1.9/randist/laplace.c new file mode 100644 index 0000000..c13f793 --- /dev/null +++ b/gsl-1.9/randist/laplace.c @@ -0,0 +1,57 @@ +/* randist/laplace.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_rng.h> +#include <gsl/gsl_randist.h> + +/* The two-sided exponential probability distribution is + + p(x) dx = (1/(2 a)) * exp(-|x/a|) dx + + for -infty < x < infty. It is also known as the Laplace distribution. */ + +double +gsl_ran_laplace (const gsl_rng * r, const double a) +{ + double u; + do + { + u = 2 * gsl_rng_uniform (r) - 1.0; + } + while (u == 0.0); + + if (u < 0) + { + return a * log (-u); + } + else + { + return -a * log (u); + } +} + +double +gsl_ran_laplace_pdf (const double x, const double a) +{ + double p = (1/(2*a)) * exp (-fabs (x)/a); + return p; +} + |