EST_ols.cc File Reference

#include <cmath>
#include "EST_multistats.h"
#include "EST_simplestats.h"

Include dependency graph for EST_ols.cc:

Go to the source code of this file.

Functions
int	ols (const EST_FMatrix &X, const EST_FMatrix &Y, EST_FMatrix &coeffs)
int	robust_ols (const EST_FMatrix &X, const EST_FMatrix &Y, EST_FMatrix &coeffs)
int	robust_ols (const EST_FMatrix &X, const EST_FMatrix &Y, EST_IVector &included, EST_FMatrix &coeffs)
int	ols_apply (const EST_FMatrix &samples, const EST_FMatrix &coeffs, EST_FMatrix &res)
int	stepwise_ols (const EST_FMatrix &X, const EST_FMatrix &Y, const EST_StrList &feat_names, float limit, EST_FMatrix &coeffs, const EST_FMatrix &Xtest, const EST_FMatrix &Ytest, EST_IVector &included)
int	ols_test (const EST_FMatrix &real, const EST_FMatrix &predicted, float &correlation, float &rmse)

Function Documentation

int ols	(	const EST_FMatrix &	X,
		const EST_FMatrix &	Y,
		EST_FMatrix &	coeffs
	)

Definition at line 59 of file EST_ols.cc.

int robust_ols	(	const EST_FMatrix &	X,
		const EST_FMatrix &	Y,
		EST_FMatrix &	coeffs
	)

Definition at line 73 of file EST_ols.cc.

int robust_ols	(	const EST_FMatrix &	X,
		const EST_FMatrix &	Y,
		EST_IVector &	included,
		EST_FMatrix &	coeffs
	)

Definition at line 87 of file EST_ols.cc.

int ols_apply	(	const EST_FMatrix &	samples,
		const EST_FMatrix &	coeffs,
		EST_FMatrix &	res
	)

Definition at line 185 of file EST_ols.cc.

int stepwise_ols	(	const EST_FMatrix &	X,
		const EST_FMatrix &	Y,
		const EST_StrList &	feat_names,
		float	limit,
		EST_FMatrix &	coeffs,
		const EST_FMatrix &	Xtest,
		const EST_FMatrix &	Ytest,
		EST_IVector &	included
	)

Definition at line 199 of file EST_ols.cc.

int ols_test	(	const EST_FMatrix &	real,
		const EST_FMatrix &	predicted,
		float &	correlation,
		float &	rmse
	)

Definition at line 288 of file EST_ols.cc.