logLik.lme {nlme}R Documentation

Log-Likelihood of an lme Object

Description

If REML=FALSE, returns the log-likelihood value of the linear mixed-effects model represented by object evaluated at the estimated coefficients; else, the restricted log-likelihood evaluated at the estimated coefficients is returned.

Usage

logLik(object, REML, ...)

Arguments

object an object inheriting from class lme, representing a fitted linear mixed-effects model.
REML an optional logical value. If TRUE the restricted log-likelihood is returned, else, if FALSE, the log-likelihood is returned. Defaults to FALSE.
... some methods for this generic require additional arguments. None are used in this method.

Value

the (restricted) log-likelihood of the linear mixed-effects model represented by object evaluated at the estimated coefficients.

Author(s)

Jose Pinheiro Jose.Pinheiro@pharma.novartis.com and Douglas Bates bates@stat.wisc.edu

References

Harville, D.A. (1974) "Bayesian Inference for Variance Components Using Only Error Contrasts", Biometrika, 61, 383-385.

See Also

lme

Examples

data(Orthodont)
fm1 <- lme(distance ~ Sex * age, Orthodont, random = ~ age, method = "ML")
logLik(fm1)
logLik(fm1, REML = TRUE)

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