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ProfileLikelihood (version 1.1)

Profile Likelihood for a Parameter in Commonly Used Statistical Models

Description

This package 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

241

Version

1.1

License

GPL (>= 3)

Maintainer

Leena Choi

Last Published

November 19th, 2011

Functions in ProfileLikelihood (1.1)

profilelike.glm

Profile Likelihood for Generalized Linear Models
ProfileLikelihood-package

Profile Likelihood for a Parameter in Commonly Used Statistical Models
profilelike.summary

Summary for the Maximum Profile Likelihood Estimate and Likelihood Support Intervals
datapolr

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

Profile Likelihood Plot
profilelike.lme

Profile Likelihood for Linear Mixed-Effects Models
LR.pvalue

P-values based on LR statistics for 2 x 2 Tables
profilelike.polr

Profile Likelihood for Proportional Odds Models
dataglm

Example Data for a Profile Likelihood in 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