logistf: Firth's bias reduced logistic regression

Share:

Firth's bias reduced logistic regression approach with penalized profile likelihood based confidence intervals for parameter estimates.

Author
Georg Heinze <georg.heinze@meduniwien.ac.at>, Meinhard Ploner, Daniela Dunkler (former versions), Harry Southworth (former versions)
Date of publication
2013-06-26 18:31:49
Maintainer
Georg Heinze <georg.heinze@meduniwien.ac.at>
License
GPL
Version
1.21
URLs

View on CRAN

Man pages

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...
CLIP.profile
Combine profile likelihoods from imputed-data model fits
is.logistf
logistf objects
logistf
Bias-reduced logistic regression
logistf.control
Control parameters for logistf
logistf-package
An R package for Firth-type bias-reduced logistic regression
logistftest
Penalized likelihood ratio test
plot.logistf.profile
plot method for 'logistf' likelihood profiles
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
summary.logistf
'summary' method for logistf objects
vcov.logistf
'vcov' method for 'logistf' objects

Files in this package

logistf
logistf/MD5
logistf/src
logistf/src/veclib.h
logistf/src/logistf.c
logistf/man
logistf/man/vcov.logistf.Rd
logistf/man/summary.logistf.Rd
logistf/man/sex2.Rd
logistf/man/profile.logistf.Rd
logistf/man/print.logistftest.Rd
logistf/man/print.logistf.Rd
logistf/man/pool.RR.rd
logistf/man/plot.logistf.profile.Rd
logistf/man/logistpl.control.rd
logistf/man/logistftest.Rd
logistf/man/logistf.control.Rd
logistf/man/logistf.Rd
logistf/man/logistf-package.Rd
logistf/man/is.logistf.Rd
logistf/man/backward.Rd
logistf/man/anova.logistf.Rd
logistf/man/add1.logistf.Rd
logistf/man/PVR.confint.Rd
logistf/man/CLIP.profile.Rd
logistf/man/CLIP.confint.Rd
logistf/data
logistf/data/sexagg.txt.gz
logistf/data/sex2.txt.gz
logistf/R
logistf/R/summary.logistf.R
logistf/R/profile.logistf.r
logistf/R/print.logistftest.R
logistf/R/print.logistf.R
logistf/R/pool.RR.r
logistf/R/plot.logistf.profile.r
logistf/R/logistpl.old.R
logistf/R/logistpl.control.r
logistf/R/logistpl.R
logistf/R/logistftest.R
logistf/R/logistf.pdf.R
logistf/R/logistf.fit.old.R
logistf/R/logistf.fit.R
logistf/R/logistf.control.R
logistf/R/logistf.R
logistf/R/inverseLinpack.R
logistf/R/extractAIC.logistf.r
logistf/R/cholLinpack.R
logistf/R/anova.logistf.r
logistf/R/PVR.confint.r
logistf/R/CLIP.profile.r
logistf/R/CLIP.confint.r
logistf/NAMESPACE
logistf/DESCRIPTION