gsl_randist__laplace.c 1.4 KB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758
  1. /* randist/laplace.c
  2. *
  3. * Copyright (C) 1996, 1997, 1998, 1999, 2000, 2007 James Theiler, Brian Gough
  4. *
  5. * This program is free software; you can redistribute it and/or modify
  6. * it under the terms of the GNU General Public License as published by
  7. * the Free Software Foundation; either version 3 of the License, or (at
  8. * your option) any later version.
  9. *
  10. * This program is distributed in the hope that it will be useful, but
  11. * WITHOUT ANY WARRANTY; without even the implied warranty of
  12. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
  13. * General Public License for more details.
  14. *
  15. * You should have received a copy of the GNU General Public License
  16. * along with this program; if not, write to the Free Software
  17. * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
  18. */
  19. #include "gsl__config.h"
  20. #include <math.h>
  21. #include "gsl_rng.h"
  22. #include "gsl_randist.h"
  23. /* The two-sided exponential probability distribution is
  24. p(x) dx = (1/(2 a)) * exp(-|x/a|) dx
  25. for -infty < x < infty. It is also known as the Laplace distribution. */
  26. double
  27. gsl_ran_laplace (const gsl_rng * r, const double a)
  28. {
  29. double u;
  30. do
  31. {
  32. u = 2 * gsl_rng_uniform (r) - 1.0;
  33. }
  34. while (u == 0.0);
  35. if (u < 0)
  36. {
  37. return a * log (-u);
  38. }
  39. else
  40. {
  41. return -a * log (u);
  42. }
  43. }
  44. double
  45. gsl_ran_laplace_pdf (const double x, const double a)
  46. {
  47. double p = (1/(2*a)) * exp (-fabs (x)/a);
  48. return p;
  49. }