Firth's bias reduced logistic regression


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Documentation for package ‘logistf’ version 1.21

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logistf-package An R package for Firth-type bias-reduced logistic regression
add1.logistf Add or Drop All Possible Single Terms to a logistf Model
anova.logistf Analysis of penalized deviance for logistf models
backward Backward elimination of model terms in logistf models
CLIP.confint Confidence intervals after multiple imputation: Combination of Likelihood Profiles
CLIP.profile Combine profile likelihoods from imputed-data model fits
drop1.logistf Add or Drop All Possible Single Terms to a logistf Model
forward Backward elimination of model terms in logistf models
is.logistf logistf objects
logistf Bias-reduced logistic regression
logistf.control Control parameters for logistf
logistftest Penalized likelihood ratio test
logistpl.control Control parameters for logistf profile likelihood confidence interval estimation
plot.logistf.profile plot method for 'logistf' likelihood profiles
plot.profile.logistf Profile penalized likelihood
pool.RR Compute pooled normal confidence intervals (following Rubin's rules) after multiple imputation
print.logistf print method for logistf objects
print.logistftest print method for logistftest objects
profile.logistf Profile penalized likelihood
PVR.confint Pseudo-variance modification of Rubin's rules
sex2 Urinary tract infection in American college students
sexagg Urinary tract infection in American college students
summary.logistf 'summary' method for logistf objects
vcov.logistf 'vcov' method for 'logistf' objects