drop1.gw: Drop All Possible Single Terms to a GWRM Model

In ujaen-statistics/GWRM: Generalized Waring Regression Model for Count Data

Description

Compute all the single terms in the scope argument that can be dropped from the GWRM model, fit those models and compute a table of the changes in fit.

Usage

## S3 method for class 'gw'
drop1(object, scope, test = c("none", "Chisq"), k = 2,
  trace = FALSE, ...)

Arguments

object	a fitted object of class inheriting from "gw".
scope	a formula giving the terms to be considered for dropping.
test	"none", which considers the AIC criterion, or Chisq, which is the likelihood-ratio test.
k	the penalty constant in AIC / Cp.
trace	if TRUE, print out progress reports.
...	further arguments passed to or from other methods.

Value

An object of class "anova" summarizing the differences in fit between the models.

Examples

data(goals)

fit0 <- gw(goals ~ offset(log(played)), data = goals)
summary(fit0)

fit1 <- step(fit0, ~ position)
summary(fit1)

ujaen-statistics/GWRM documentation built on July 18, 2021, 7:02 a.m.