com.numericalmethod.suanshu.stats.regression.linear.glm.modelselection

Class EliminationByAIC

java.lang.Object

com.numericalmethod.suanshu.stats.regression.linear.glm.modelselection.EliminationByAIC

All Implemented Interfaces:

BackwardElimination.Step

public class EliminationByAIC
extends Object
implements BackwardElimination.Step

In each step, a factor is dropped if the resulting model has the least AIC, until no factor removal can result in a model with AIC lower than the current AIC.

Constructor Summary

Constructors

Constructor and Description
EliminationByAIC()

Method Summary

Modifier and Type	Method and Description
int	eliminate(GLMProblem problem, Matrix subA)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

EliminationByAIC

public EliminationByAIC()

Method Detail

eliminate

public int eliminate(GLMProblem problem,
                     Matrix subA)

Specified by:

eliminate in interface BackwardElimination.Step