EST_multistats.h File Reference

#include "EST_FMatrix.h"
#include "EST_types.h"

Include dependency graph for EST_multistats.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Macros
#define	OLS_IGNORE   100

Functions
float	mean (EST_FVector &m)
EST_FVector	mean (EST_FMatrix &m)
EST_FVector	sample_variance (EST_FMatrix &m)
EST_FVector	sample_stdev (EST_FMatrix &m)
EST_FMatrix	sample_covariance (EST_FMatrix &m)
EST_FMatrix	sample_correlation (EST_FMatrix &m)
EST_FMatrix	euclidean_distance (EST_FMatrix &m)
EST_FMatrix	penrose_distance (EST_FMatrix &m)
EST_FMatrix	normalise (EST_FMatrix &m, EST_FVector &sub, EST_FVector &div)
EST_FMatrix	penrose_distance (EST_FMatrix &gu, EST_FVector &gv)
EST_FMatrix	mahalanobis_distance (EST_FMatrix &gu, EST_FMatrix &v)
EST_FMatrix	population_mean (EST_FMatrix *in, int num_pop)
EST_FMatrix	add_populations (EST_FMatrix *in, int num_pop)
EST_FMatrix	confusion (EST_StrStr_KVL &list, EST_StrList &lex)
void	print_confusion (const EST_FMatrix &a, EST_StrStr_KVL &list, EST_StrList &lex)
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	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_apply (const EST_FMatrix &samples, const EST_FMatrix &coeffs, EST_FMatrix &res)
int	ols_test (const EST_FMatrix &real, const EST_FMatrix &predicted, float &correlation, float &rmse)

Macro Definition Documentation

#define OLS_IGNORE   100

Definition at line 69 of file EST_multistats.h.

Function Documentation

float mean

(

EST_FVector &

m

)

Definition at line 44 of file EST_multistats.cc.

EST_FVector mean

(

EST_FMatrix &

m

)

Definition at line 66 of file EST_multistats.cc.

EST_FVector sample_variance

(

EST_FMatrix &

m

)

Definition at line 82 of file EST_multistats.cc.

EST_FVector sample_stdev

(

EST_FMatrix &

m

)

Definition at line 101 of file EST_multistats.cc.

EST_FMatrix sample_covariance

(

EST_FMatrix &

m

)

Definition at line 113 of file EST_multistats.cc.

EST_FMatrix sample_correlation

(

EST_FMatrix &

m

)

Definition at line 134 of file EST_multistats.cc.

EST_FMatrix euclidean_distance

(

EST_FMatrix &

m

)

Definition at line 150 of file EST_multistats.cc.

EST_FMatrix penrose_distance

(

EST_FMatrix &

m

)

EST_FMatrix normalise	(	EST_FMatrix &	m,
		EST_FVector &	sub,
		EST_FVector &	div
	)

Definition at line 159 of file EST_multistats.cc.

EST_FMatrix penrose_distance	(	EST_FMatrix &	gu,
		EST_FVector &	gv
	)

Definition at line 174 of file EST_multistats.cc.

EST_FMatrix mahalanobis_distance	(	EST_FMatrix &	gu,
		EST_FMatrix &	v
	)

Definition at line 207 of file EST_multistats.cc.

EST_FMatrix population_mean	(	EST_FMatrix *	in,
		int	num_pop
	)

Definition at line 239 of file EST_multistats.cc.

EST_FMatrix add_populations	(	EST_FMatrix *	in,
		int	num_pop
	)

Definition at line 254 of file EST_multistats.cc.

EST_FMatrix confusion	(	EST_StrStr_KVL &	list,
		EST_StrList &	lex
	)

Definition at line 59 of file confusion.cc.

void print_confusion	(	const EST_FMatrix &	a,
		EST_StrStr_KVL &	list,
		EST_StrList &	lex
	)

Definition at line 77 of file confusion.cc.

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 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_apply	(	const EST_FMatrix &	samples,
		const EST_FMatrix &	coeffs,
		EST_FMatrix &	res
	)

Definition at line 185 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.