Detailed Description

Structure containing the Guassian kernel density of a set of samples.

Definition at line 35 of file LALInferenceKDE.h.

Data Fields
gsl_matrix *	data
	Data to estimate the underlying distribution of. More...

INT4	dim
	Dimension of points in data. More...

INT4	npts
	Number of points in data. More...

REAL8	bandwidth
	Bandwidth of kernels. More...

REAL8	log_norm_factor
	Normalization factor of the KDE. More...

gsl_vector *	mean
	The mean of data. More...

gsl_matrix *	cov
	The covariance matrix of data. More...

gsl_matrix *	cholesky_decomp_cov
	The Cholesky decomposition of the covariance matrix, containing both terms as returned by gsl_linalg_cholesky_decomp(). More...

gsl_matrix *	cholesky_decomp_cov_lower
	Just the lower portion of cholesky_decomp_cov. More...

LALInferenceParamVaryType *	lower_bound_types
	Array of param boundary types. More...

LALInferenceParamVaryType *	upper_bound_types
	Array of param boundary types. More...

REAL8 *	lower_bounds
	Lower param bounds. More...

REAL8 *	upper_bounds
	Upper param bounds. More...

Field Documentation

◆ data

gsl_matrix* LALInferenceKDE::data

Data to estimate the underlying distribution of.

Definition at line 38 of file LALInferenceKDE.h.

◆ dim

INT4 LALInferenceKDE::dim

Dimension of points in data.

Definition at line 39 of file LALInferenceKDE.h.

◆ npts

INT4 LALInferenceKDE::npts

Number of points in data.

Definition at line 40 of file LALInferenceKDE.h.

◆ bandwidth

REAL8 LALInferenceKDE::bandwidth

Bandwidth of kernels.

Definition at line 41 of file LALInferenceKDE.h.

◆ log_norm_factor

REAL8 LALInferenceKDE::log_norm_factor

Normalization factor of the KDE.

Definition at line 42 of file LALInferenceKDE.h.

◆ mean

gsl_vector* LALInferenceKDE::mean

The mean of data.

Definition at line 43 of file LALInferenceKDE.h.

◆ cov

gsl_matrix* LALInferenceKDE::cov

The covariance matrix of data.

Definition at line 44 of file LALInferenceKDE.h.

◆ cholesky_decomp_cov

gsl_matrix* LALInferenceKDE::cholesky_decomp_cov

The Cholesky decomposition of the covariance matrix, containing both terms as returned by gsl_linalg_cholesky_decomp().

Definition at line 45 of file LALInferenceKDE.h.

◆ cholesky_decomp_cov_lower

gsl_matrix* LALInferenceKDE::cholesky_decomp_cov_lower

Just the lower portion of cholesky_decomp_cov.

Definition at line 48 of file LALInferenceKDE.h.

◆ lower_bound_types

LALInferenceParamVaryType* LALInferenceKDE::lower_bound_types

Array of param boundary types.

Definition at line 50 of file LALInferenceKDE.h.

◆ upper_bound_types

LALInferenceParamVaryType* LALInferenceKDE::upper_bound_types

Array of param boundary types.

Definition at line 51 of file LALInferenceKDE.h.

◆ lower_bounds

REAL8* LALInferenceKDE::lower_bounds

Lower param bounds.

Definition at line 52 of file LALInferenceKDE.h.

◆ upper_bounds

REAL8* LALInferenceKDE::upper_bounds

Upper param bounds.

Definition at line 53 of file LALInferenceKDE.h.