Name 

Description 

 

ANOVA1 

This is the overview for the ANOVA1 method overload. 

 

ANOVA2 

Performs balanced two-way analysis of variance (ANOVA). 

 

LinRegress 

Simple linear regression. 

 

LogisticRegress 

This is the overview for the LogisticRegress method overload. 

 

MulLinRegress 

This is the overview for the MulLinRegress method overload. 

 

MultiNumericDerive 

Vectorized computation of the numerical derivative for the regress function. 

 

NLinRegress 

This is the overview for the NLinRegress method overload. 

 

NumericDerive 

Numerical derivative for regress function. 

 

PCRegress 

This is the overview for the PCRegress method overload. 

 

PoissonRegress 

Poisson generalized linear model with log-link. 

 

PRESS 

Prediction error sum of squares (PRESS). 

 

R2 

R2 value. 

 

RegressTest 

This is the overview for the RegressTest method overload. 

 

RidgeOptimalk 

Optimal k value for ridge regression. 

 

RidgeRegress 

Regression by using "ridge" regression method. 

 

StepwiseRegression 

Stepwise regression is an optimization aglorithm aiming to improve the quality of the multiple linear regression by excluding noisy variables.