Package: ProfileLikelihood 1.3

ProfileLikelihood: Profile Likelihood for a Parameter in Commonly Used Statistical Models

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.

Authors:Leena Choi [aut, cre]

ProfileLikelihood_1.3.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ProfileLikelihood/json (API)

# Install 'ProfileLikelihood' in R:

install.packages('ProfileLikelihood', repos = c('https://choileena.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/choileena/profilelikelihood/issues

Datasets:

dataglm - Example Data for a Profile Likelihood in Generalized Linear Models
datapolr - Example Data for a Profile Likelihood in Proportional Odds Models

On CRAN:

2.43 score 27 scripts 227 downloads 1 mentions 8 exports 3 dependencies

Last updated from:08b6d88c0c. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	115
source / vignettes	OK	160
linux-release	OK	132
macos-release	OK	116
macos-oldrel	OK	170
windows-devel	OK	71
windows-release	OK	66
windows-oldrel	OK	61
wasm-release	OK	93

Exports:LR.pvalue profilelike.glm profilelike.gls profilelike.lm profilelike.lme profilelike.plot profilelike.polr profilelike.summary

Dependencies:lattice MASS nlme

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Profile Likelihood for a Parameter in Commonly Used Statistical Models	ProfileLikelihood-package ProfileLikelihood
Example Data for a Profile Likelihood in Generalized Linear Models	dataglm
Example Data for a Profile Likelihood in Proportional Odds Models	datapolr
P-values based on LR statistics for 2 x 2 Tables	LR.pvalue
Profile Likelihood for Generalized Linear Models	profilelike.glm
Profile Likelihood for Linear Models for Longitudinal Responses Fitted by Generalized Least Squares	profilelike.gls
Profile Likelihood for Linear Models	profilelike.lm
Profile Likelihood for Linear Mixed-Effects Models	profilelike.lme
Profile Likelihood Plot	profilelike.plot
Profile Likelihood for Proportional Odds Models	profilelike.polr
Summary for the Maximum Profile Likelihood Estimate and Likelihood Support Intervals	profilelike.summary