net.maizegenetics.stats.statistics

Class PenalizedLikelihood

net.maizegenetics.stats.statistics.PenalizedLikelihood

public class PenalizedLikelihood

Penalized likelihood criteria

Method Detail

AIC

public static double AIC(double l,
                         int k)

Akaike (AIC) correction (Akaike 1974)

Parameters:

l - log-likelihood

k - number of inferred parameters

Returns:

org.jetbrains.dokka.NodeRenderContent@40bf815d: l - k

BIC

public static double BIC(double l,
                         int k,
                         int n)

BIC correction (Schwarz 1978)

Parameters:

l - log-likelihood

k - number of inferred parameters

n - sample size

Returns:

org.jetbrains.dokka.NodeRenderContent@75cf31ba: l - k/2 log(n)

AICC

public static double AICC(double l,
                          int k,
                          int n)

Second-order Akaike (AICC) correction (Hurvich and Tsai 1989)

Parameters:

l - log-likelihood

k - number of inferred parameters

n - sample size

Returns:

org.jetbrains.dokka.NodeRenderContent@5ae5b9a8: l - k - (k(k+1))/(n - k - 1)