GaussianMixtureModel_params Struct Reference

Parameters for a univariate Gaussian Mixture Model with Normal-Inverse-Gamma conjugate priors. More...

#include <GaussianMixtureModel-params.hpp>

Public Member Functions
	GaussianMixtureModel_params (double m0, double kappa0, double alpha0, double beta0)
	Constructor for GaussianMixtureModel_params.

Public Attributes
double	m0
	Prior mean for the Gaussian component mean.
double	kappa0
	Prior strength for the Gaussian component mean.
double	alpha0
	Shape parameter of the Inverse-Gamma prior for variance.
double	beta0
	Scale parameter of the Inverse-Gamma prior for variance.

Detailed Description

Parameters for a univariate Gaussian Mixture Model with Normal-Inverse-Gamma conjugate priors.

Constructor & Destructor Documentation

GaussianMixtureModel_params()

GaussianMixtureModel_params::GaussianMixtureModel_params ( double m0, double kappa0, double alpha0, double beta0 )

inline

Constructor for GaussianMixtureModel_params.

Parameters

m0	Prior mean
kappa0	Prior strength for mean
alpha0	Shape for variance prior
beta0	Scale for variance prior

Member Data Documentation

alpha0

double GaussianMixtureModel_params::alpha0

Shape parameter of the Inverse-Gamma prior for variance.

beta0

double GaussianMixtureModel_params::beta0

Scale parameter of the Inverse-Gamma prior for variance.

kappa0

double GaussianMixtureModel_params::kappa0

Prior strength for the Gaussian component mean.

m0

double GaussianMixtureModel_params::m0

Prior mean for the Gaussian component mean.

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The documentation for this struct was generated from the following file:

• BNPClust/params/GaussianMixtureModel-params.hpp