PLNmodels (version 1.3.1)

logLik.PLNfit: Extract log-likelihood of a fitted PLN model

Description

Returns the variational lower bound of the log-likelihood as a "logLik" object, compatible with stats::AIC() and stats::BIC().

Usage

# S3 method for PLNfit
logLik(object, ...)

Value

An object of class "logLik". The numeric value is the variational ELBO. Attributes df and nobs hold the number of parameters and observations.

Arguments

object

an R6 object with class PLNfit

...

additional parameters for S3 compatibility. Not used

Examples

data(trichoptera)
trichoptera <- prepare_data(trichoptera$Abundance, trichoptera$Covariate)
model <- PLN(Abundance ~ 1, data = trichoptera)
logLik(model)