mnlogit: Multinomial Logit Model
Version 1.2.5

Time and memory efficient estimation of multinomial logit models using maximum likelihood method. Numerical optimization performed by Newton-Raphson method using an optimized, parallel C++ library to achieve fast computation of Hessian matrices. Motivated by large scale multiclass classification problems in econometrics and machine learning.

AuthorAsad Hasan, Wang Zhiyu, Alireza S. Mahani
Date of publication2016-11-08 10:56:49
MaintainerAsad Hasan <asadhasan32@gmail.com>
LicenseGPL (>= 2)
Version1.2.5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mnlogit")

Popular man pages

Fish: Choice of Fishing Mode
hyptests: Hypothesis testing for multinomial logit models
mnlogit: Fast estimation of multinomial logit models
See all...

All man pages Function index File listing

Man pages

Fish: Choice of Fishing Mode
hyptests: Hypothesis testing for multinomial logit models
mnlogit: Fast estimation of multinomial logit models

Functions

Fish Man page
Fishing Man page
coef.mnlogit Man page Source code
df.residual.mnlogit Man page Source code
fitted.mnlogit Man page Source code
hmftest Man page Source code
hmftest.formula Man page Source code
hmftest.mnlogit Man page Source code
index Man page Source code
index.mnlogit Man page Source code
likelihood Source code
logLik.mnlogit Man page Source code
lrtest Man page
lrtest.mnlogit Man page Source code
makeCoeffNames Source code
mnlogit Man page Source code
newtonRaphson Source code
onAttach Source code
parseFormula Source code
predict.mnlogit Man page Source code
print.est.stats Man page Source code
print.mnlogit Man page Source code
print.model.size Man page Source code
print.summary.mnlogit Man page Source code
reordering Source code
residuals.mnlogit Man page Source code
scoretest Man page Source code
scoretest.mnlogit Man page Source code
summary.mnlogit Man page Source code
terms.mnlogit Man page Source code
update.mnlogit Man page Source code
vcov.mnlogit Man page Source code
waldtest Man page
waldtest.mnlogit Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/mnlogit.R
inst/doc/mnlogit.Rnw
inst/doc/mnlogit.pdf
src
src/Makevars
src/hessian.cc
src/hessian.h
NAMESPACE
data
data/Fish.rda
R
R/hyptests.R
R/mnlogit.methods.R
R/mnlogit.R
R/formula.R
R/predict.R
R/newton.R
R/likelihood.R
R/zzz.R
vignettes
vignettes/mnlogit.Rnw
vignettes/simChoiceModel.R
vignettes/table2_Code.R
vignettes/fig1_Code.R
vignettes/mnlogit.bib
vignettes/HessSpeedups.pdf
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/hyptests.Rd
man/mnlogit.Rd
man/Fish.Rd
mnlogit documentation built on May 20, 2017, 12:41 a.m.

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