#include <genesis/utils/math/regression/glm.hpp>

Detailed Description

Definition at line 99 of file glm.hpp.

Public Attributes
std::vector< double >	betaQ
	Vector of parameter estimates (in terms of basis matrix, Xb) (size `M`). More...

bool	converged = false

double	deviance = 0.0

size_t	df_resid = 0
	Residual degrees of freedom. More...

std::vector< double >	fitted
	Fitted values (size `N`). More...

double	null_deviance = 0.0

size_t	num_iterations = 0

size_t	rank = 0
	Rank of X after regression on strata. More...

std::vector< double >	resid
	Working residuals (on linear predictor scale) (size `N`). More...

double	scale = 1.0
	Scale factor (scalar). More...

std::vector< double >	tri
	Upper unit triangular transformation matrix, with Xb - tr.Xb placed in the diagonal (size `(M * (M+1)) / 2`). More...

std::vector< double >	weights
	Weights (size `N`) More...

std::vector< double >	which
	Which columns in the X matrix were estimated (first = 0) (size `M`). More...

Matrix< double >	Xb
	Orthogonal basis for X space (`N * M` matrix, with `N * rank` being used). More...

Member Data Documentation

◆ betaQ

std::vector<double> betaQ

Vector of parameter estimates (in terms of basis matrix, Xb) (size M).

Definition at line 147 of file glm.hpp.

◆ converged

bool converged = false

Definition at line 101 of file glm.hpp.

◆ deviance

double deviance = 0.0

Definition at line 156 of file glm.hpp.

◆ df_resid

size_t df_resid = 0

Residual degrees of freedom.

Definition at line 112 of file glm.hpp.

◆ fitted

std::vector<double> fitted

Fitted values (size N).

Definition at line 127 of file glm.hpp.

◆ null_deviance

double null_deviance = 0.0

Definition at line 155 of file glm.hpp.

◆ num_iterations

size_t num_iterations = 0

Definition at line 102 of file glm.hpp.

◆ rank

size_t rank = 0

Rank of X after regression on strata.

Definition at line 107 of file glm.hpp.

◆ resid

std::vector<double> resid

Working residuals (on linear predictor scale) (size N).

Definition at line 132 of file glm.hpp.

◆ scale

double scale = 1.0

Scale factor (scalar).

Definition at line 117 of file glm.hpp.

◆ tri

std::vector<double> tri

Upper unit triangular transformation matrix, with Xb - tr.Xb placed in the diagonal (size (M * (M+1)) / 2).

Definition at line 153 of file glm.hpp.

◆ weights

std::vector<double> weights

Weights (size N)

Definition at line 137 of file glm.hpp.

◆ which

std::vector<double> which

Which columns in the X matrix were estimated (first = 0) (size M).

Definition at line 142 of file glm.hpp.

◆ Xb

Matrix<double> Xb

Orthogonal basis for X space (N * M matrix, with N * rank being used).

Definition at line 122 of file glm.hpp.

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

glm.hpp