SpatialSEIR::ParameterDecorrelationSampler Class Reference

#include <LSS_Samplers.hpp>

Inheritance diagram for SpatialSEIR::ParameterDecorrelationSampler:

Public Member Functions
	ParameterDecorrelationSampler (ModelContext *context, ParameterFullConditional *paramFC, double *param, CovariateMatrix *proposalMatrix)
void	drawSample ()
int	getSamplerType ()
	~ParameterDecorrelationSampler ()
Public Member Functions inherited from SpatialSEIR::Sampler
virtual	~Sampler ()

Public Attributes
double **	param
double *	proposalCache
double *	proposalCache2
ModelContext **	context
ParameterFullConditional **	paramFC
CovariateMatrix **	proposalMatrix

Detailed Description

The decorrelation sampler functions identically to the ParameterJointMetropolisSampler class, except that proposals are drawn from the null space of the relevant design matrix. This can be useful when the explanatory variables are correlated.

Constructor & Destructor Documentation

SpatialSEIR::ParameterDecorrelationSampler::ParameterDecorrelationSampler	(	ModelContext *	context,
		ParameterFullConditional *	paramFC,
		double *	param,
		CovariateMatrix *	proposalMatrix
	)

SpatialSEIR::ParameterDecorrelationSampler::~ParameterDecorrelationSampler

(

)

Member Function Documentation

void SpatialSEIR::ParameterDecorrelationSampler::drawSample ( )

virtual

Implements SpatialSEIR::Sampler.

int SpatialSEIR::ParameterDecorrelationSampler::getSamplerType ( )

virtual

Implements SpatialSEIR::Sampler.

Member Data Documentation

ModelContext** SpatialSEIR::ParameterDecorrelationSampler::context

double** SpatialSEIR::ParameterDecorrelationSampler::param

ParameterFullConditional** SpatialSEIR::ParameterDecorrelationSampler::paramFC

double* SpatialSEIR::ParameterDecorrelationSampler::proposalCache

double* SpatialSEIR::ParameterDecorrelationSampler::proposalCache2

CovariateMatrix** SpatialSEIR::ParameterDecorrelationSampler::proposalMatrix

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

• libSpatialSEIR/include/LSS_Samplers.hpp