predict.glm_hP: Predict Method for glm_hP Fits

In franciscomartinezdelrio/DGLMExtPois: Double Generalized Linear Models Extending Poisson Regression

Predict Method for glm_hP Fits

Description

Obtains predictions from a fitted "glm_hP" object.

Usage

## S3 method for class 'glm_hP'
predict(object, newdata = NULL, type = c("link", "response"), ...)

Arguments

object	a fitted object of class inheriting from "glm_hP".
newdata	optionally, a data frame in which to look for variables with which to predict. If omitted, the fitted linear predictors are used.
type	the type of prediction required. The default is on the scale of the linear predictors; the alternative "response" is on the scale of the response variable.
...	further arguments passed to or from other methods.

Value

A vector with the prediction means.

Examples

data(Bids)
## Fit a hype-Poisson model
Bids$size.sq <- Bids$size ^ 2
fit <- glm.hP(formula.mu = numbids ~ leglrest + rearest + finrest +
              whtknght + bidprem + insthold + size + size.sq + regulatn,
              formula.gamma = numbids ~ 1, data = Bids)

## As the newdata parameter is not used the fitted values are obtained
predict(fit, type = "response")

franciscomartinezdelrio/DGLMExtPois documentation built on July 16, 2025, 11:13 p.m.