LRtest: Likelihood Ratio Test

In secr: Spatially Explicit Capture-Recapture

Likelihood Ratio Test

Description

Compute likelihood ratio test to compare two fitted models, one nested within the other.

Usage

LR.test(model1, model2)

Arguments

model1	fitted model
model2	fitted model

Details

The fitted models must be of a class for which there is a logLik method (e.g., ‘secr’ or ‘lm’). Check with methods("logLik").

The models must be nested (no check is performed - this is up to the user), but either model1 or model2 may be the more general model.

The models must also be compatible by the criteria of AICcompatible.

The test statistic is twice the difference of the maximized likelihoods. It is compared to a chi-square distribution with df equal to the number of extra parameters in the more complex model.

Value

Object of class ‘htest’, a list with components

statistic	value the test statistic
parameter	degrees of freedom of the approximate chi-squared distribution of the test statistic
p.value	probability of test statistic assuming chi-square distribution
method	character string indicating the type of test performed
data.name	character string with names of models compared

See Also

AICcompatible, AIC.secr, score.test

Examples

## two pre-fitted models
AIC (secrdemo.0, secrdemo.b)
LR.test  (secrdemo.0, secrdemo.b)

secr documentation built on Nov. 4, 2024, 9:06 a.m.