glm.hpp File Reference

#include "genesis/utils/containers/matrix.hpp"
#include "genesis/utils/math/regression/family.hpp"
#include "genesis/utils/math/regression/link.hpp"
#include <vector>

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Classes
struct	GlmControl
struct	GlmExtras
struct	GlmOutput

Namespaces
	genesis
	Container namespace for all symbols of genesis in order to keep them separate when used as a library.
	genesis::utils

Functions
GlmOutput	glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmExtras const &extras={}, GlmControl const &control={})
	Fit a Generalized Linear Model (GLM) using a linear gaussian model. More...
GlmOutput	glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmFamily const &family, GlmExtras const &extras={}, GlmControl const &control={})
	Fit a Generalized Linear Model (GLM). More...
GlmOutput	glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmFamily const &family, GlmLink const &link, GlmExtras const &extras={}, GlmControl const &control={})
	Fit a Generalized Linear Model (GLM). More...