|
KJB
|
All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
|
KJB
|
PDFs and CDFs for the different distributions defined in "prob_distribution.h". More...
Go to the source code of this file.
Namespaces | |
| kjb | |
| Classes and functions for dealing with trajectory files. | |
Functions | |
| double | kjb::pdf (const Geometric_distribution &dist, double x) |
| Computes the PMF of a geometric distribution at x. More... | |
| double | kjb::pdf (const Log_normal_distribution &dist, double x) |
| Computes the PDF of a log-normal distribution at x. More... | |
| template<class T > | |
| double | kjb::pdf (const Categorical_distribution< T > &dist, const T &x) |
| Computes the PMF of a categorical distribution at x. More... | |
| double | kjb::pdf (const MV_gaussian_distribution &P, const Vector &x) |
| Computes the joint PDF of a multivariate Gaussian at x. More... | |
| template<class Distribution > | |
| double | kjb::pdf (const Mixture_distribution< Distribution > &dist, const typename Distribution_traits< Mixture_distribution< Distribution > >::type &x) |
| Computes the PDF/PMF of a mixture distribution at x. More... | |
| double | kjb::pdf (const Gaussian_distribution &P, double x) |
| Compute pdf of a Gaussian distribution. More... | |
| double | kjb::log_pdf (const Beta_binomial_distribution &dist, double k) |
| Computes the log PDF of a Beta-binomial distribution at k. More... | |
| double | kjb::pdf (const Beta_binomial_distribution &dist, double k) |
| Evaluate the probability density function of a Beta-binomial distribution. More... | |
| template<size_t D> | |
| double | kjb::log_pdf (const Von_mises_fisher_distribution< D > &dist, const kjb::Vector_d< D > &v) |
| template<size_t D> | |
| double | kjb::pdf (const Von_mises_fisher_distribution< D > &dist, const kjb::Vector_d< D > &v) |
| Evaluate the probability density function of a Von-mises Fisher distribtuion (x's magnitude is ignored/assumed 1.0) More... | |
| template<size_t D> | |
| double | kjb::log_pdf (const Uniform_sphere_distribution< D > &, const kjb::Vector_d< D > &) |
| Computes the log PDF of a uniform distribution over the surface of the unit sphere in D-dimensional Euclidean space. The density is given in D-1 dimensional euclidean units. More... | |
| template<size_t D> | |
| double | kjb::pdf (const Uniform_sphere_distribution< D > &P, const kjb::Vector_d< D > &x) |
| Evaluate the probability density function of a uniform sphere distribution (x's magnitude is ignored / assumed 1.0) More... | |
| double | kjb::cdf (const Log_normal_distribution &dist, double x) |
| Computes the cdf of a log-normal distribution at x. More... | |
| template<class T > | |
| double | kjb::cdf (const Categorical_distribution< T > &dist, const T &x) |
| Computes the CDF of a categorical distribution at x. More... | |
| template<class Distribution > | |
| double | kjb::cdf (const Mixture_distribution< Distribution > &dist, const typename Distribution_traits< Mixture_distribution< Distribution > >::type &x) |
| Computes the CDF of a mixture distribution at x. More... | |
| template<class Distribution > | |
| double | kjb::log_pdf (const Distribution &P, const typename Distribution_traits< Distribution >::type &x) |
| Computes the log PDF of a distribution at x. More... | |
| double | kjb::log_pdf (const Gaussian_distribution &P, double x) |
| Computes the log PDF a normal distribution at x. More... | |
| double | kjb::log_pdf (const Laplace_distribution &P, double x) |
| Computes the log PDF a Laplace distribution at x. More... | |
| double | kjb::log_pdf (const Binomial_distribution &P, double k) |
| Computes the log PDF a normal distribution at x. More... | |
| double | kjb::log_pdf (const MV_gaussian_distribution &P, const Vector &x) |
| Computes the log PDF a multivariate normal distribution at x. More... | |
| double | kjb::pdf (const Chinese_restaurant_process &cpr, const Chinese_restaurant_process::Type &B) |
| PDF of the CPR. More... | |
| double | kjb::log_pdf (const Chinese_restaurant_process &cpr, const Chinese_restaurant_process::Type &B) |
| log-PDF of the CPR. More... | |
PDFs and CDFs for the different distributions defined in "prob_distribution.h".
The pdf and cdf functions supplied by boost are used when possible. This file contains pdf and cdf functionality for the distributions written by us (i.e., those that are not present in the boost library.
1.8.6