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ProfileLikelihood (version 1.2)

Profile Likelihood for a Parameter in Commonly Used Statistical Models

Description

Provides profile likelihoods for a parameter of interest in commonly used statistical models. The models include linear models, generalized linear models, proportional odds models, linear mixed-effects models, and linear models for longitudinal responses fitted by generalized least squares. The package also provides plots for normalized profile likelihoods as well as the maximum profile likelihood estimates and the kth likelihood support intervals.

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Version

Install

install.packages('ProfileLikelihood')

Monthly Downloads

251

Version

1.2

License

GPL (>= 3)

Maintainer

Last Published

March 15th, 2022

Functions in ProfileLikelihood (1.2)

profilelike.polr

Profile Likelihood for Proportional Odds Models
profilelike.summary

Summary for the Maximum Profile Likelihood Estimate and Likelihood Support Intervals
profilelike.plot

Profile Likelihood Plot
datapolr

Example Data for a Profile Likelihood in Proportional Odds Models
profilelike.glm

Profile Likelihood for Generalized Linear Models
profilelike.gls

Profile Likelihood for Linear Models for Longitudinal Responses Fitted by Generalized Least Squares
profilelike.lm

Profile Likelihood for Linear Models
profilelike.lme

Profile Likelihood for Linear Mixed-Effects Models
dataglm

Example Data for a Profile Likelihood in Generalized Linear Models
LR.pvalue

P-values based on LR statistics for 2 x 2 Tables
ProfileLikelihood-package

Profile Likelihood for a Parameter in Commonly Used Statistical Models