mlogitBMA: Bayesian Model Averaging for Multinomial Logit Models

Provides a modified function bic.glm of the BMA package that can be applied to multinomial logit (MNL) data. The data is converted to binary logit using the Begg & Gray approximation. The package also contains functions for maximum likelihood estimation of MNL.

Author
Hana Sevcikova, Adrian Raftery
Date of publication
2013-12-11 14:55:55
Maintainer
Hana Sevcikova <hanas@uw.edu>
License
GPL (>= 2)
Version
0.1-6

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Man pages

bic.mlogit
Bayesian Model Averaging for Multinomial Logit Models
estimate.mlogit
Multinomial Logit Estimation
heating
Heating Dataset
mlogit2logit
Converting Multinomial Logit Data into Binary Logit Data
mlogitBMA-internal
Internal Functions of mlogitBMA
mlogitBMA-package
Bayesian Model Averaging for Multinomial Logit Models
mnl.spec
Specification Object of a Multinomial Logit Model
summary.bic.mlogit
Summary and Plotting Functions
summary.mnl
Summary for Results of a Multinomial Logit Estimation
summary.mnl.spec
Summary for a Specification Object

Files in this package

mlogitBMA
mlogitBMA/inst
mlogitBMA/inst/doc
mlogitBMA/inst/doc/conversion.pdf
mlogitBMA/inst/doc/conversion.R
mlogitBMA/inst/doc/conversion.Rnw
mlogitBMA/tests
mlogitBMA/tests/test_functions.R
mlogitBMA/src
mlogitBMA/src/fwleaps.f
mlogitBMA/NAMESPACE
mlogitBMA/data
mlogitBMA/data/heating.txt.gz
mlogitBMA/R
mlogitBMA/R/bic.glm.bg.R
mlogitBMA/R/mlogit2logit.R
mlogitBMA/R/mnl.spec.R
mlogitBMA/R/bic.mogit.R
mlogitBMA/R/mnl.R
mlogitBMA/R/estimate.mlogit.R
mlogitBMA/vignettes
mlogitBMA/vignettes/conversion.Rnw
mlogitBMA/MD5
mlogitBMA/DESCRIPTION
mlogitBMA/ChangeLog
mlogitBMA/man
mlogitBMA/man/mlogit2logit.Rd
mlogitBMA/man/bic.mlogit.Rd
mlogitBMA/man/summary.bic.mlogit.Rd
mlogitBMA/man/estimate.mlogit.Rd
mlogitBMA/man/summary.mnl.Rd
mlogitBMA/man/mlogitBMA-package.Rd
mlogitBMA/man/mnl.spec.Rd
mlogitBMA/man/heating.Rd
mlogitBMA/man/mlogitBMA-internal.Rd
mlogitBMA/man/summary.mnl.spec.Rd