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logistf (version 1.21)
Firth's bias reduced logistic regression
Description
Firth's bias reduced logistic regression approach with penalized profile likelihood based confidence intervals for parameter estimates.
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Install
install.packages('logistf')
Monthly Downloads
6,553
Version
1.21
License
GPL
Maintainer
Georg Heinze
Last Published
June 26th, 2013
Functions in logistf (1.21)
Search functions
print.logistftest
print method for logistftest objects
PVR.confint
Pseudo-variance modification of Rubin`s rules
sex2
Urinary tract infection in American college students
CLIP.profile
Combine profile likelihoods from imputed-data model fits
plot.logistf.profile
plot method for
logistf
likelihood profiles
logistf-package
An R package for Firth-type bias-reduced logistic regression
print.logistf
print method for logistf objects
is.logistf
logistf objects
vcov.logistf
vcov
method for
logistf
objects
logistf
Bias-reduced logistic regression
logistftest
Penalized likelihood ratio test
profile.logistf
Profile penalized likelihood
anova.logistf
Analysis of penalized deviance for logistf models
backward
Backward elimination of model terms in logistf models
logistf.control
Control parameters for logistf
add1.logistf
Add or Drop All Possible Single Terms to a logistf Model
CLIP.confint
Confidence intervals after multiple imputation: Combination of Likelihood Profiles
summary.logistf
summary
method for logistf objects