anova.serp: ANOVA method for a fitted serp object

In serp: Smooth Effects on Response Penalty for CLM

ANOVA method for a fitted serp object

Description

Provides a likelihood ratio test for comparing two or more serp objects. This does not currently support model(s) with penalized slope.

Usage

## S3 method for class 'serp'
anova(object, ..., test = c("Chisq", "none"))

Arguments

object	An object of class serp.
...	additional arguments.
test	type of test to be conducted.

Details

An ANOVA table with the following components on display:

Value

model	the respective model aliases.
slope	type of slope fitted, which may be any of, unparallel, parallel, or partial slope.
no.par	the no of parameters in the model.
AIC	the akaike information criterion.
logLik	the realized log-likelihood.
Test	the different pair(s) of test(s) conducted.
LR.stat	the computed Likelihood ratio statistic.
df	the degree of freedom.
Pr(chi)	the p-value of test statitic.

See Also

serp, confint.serp, vcov.serp

Examples

library(serp)
m1 <- serp(rating ~ temp + contact, slope = "parallel", link = "logit",
           data = wine)
m2 <- update(m1, ~ contact)
anova(m1, m2)

serp documentation built on March 18, 2022, 6:33 p.m.