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mlogit (version 0.3-0)
Multinomial Logit Models
Description
Maximum Likelihood estimation of random utility discrete choice models (logit and probit).
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Install
install.packages('mlogit')
Monthly Downloads
9,403
Version
0.3-0
License
GPL (>= 2)
Homepage
https://cran.r-project.org/package=mlogit
Maintainer
Yves Croissant
Last Published
April 20th, 2018
Functions in mlogit (0.3-0)
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TollRoad
Stated Preferences survey for a toll road
Train
Stated Preferences for Train Traveling
Tuna
Choice of Brand for Tuna
mlogit
Multinomial logit model
logsum
Compute the log-sum or inclusive value/utility
mFormula
Model formula for logit models
Yogurt
Choice of Brand for Yogurts
mlogit.data
data.frame for logit model
distribution
Functions used to describe the characteristics of estimated random parameters
effects.mlogit
Marginal effects of the covariates
correlation
Correlation structure of the random parameters
rpar
random parameter objects
scoretest
The three tests for mlogit models
vcov.mlogit
vcov method for mlogit objects
hmftest
Hausman-McFadden Test
mlogit.optim
Non-linear minimization routine
plot.mlogit
Plot of the distribution of estimated random parameters
Car
Stated Preferences for Car Choice
Catsup
Choice of Brand for Catsup
Game
Ranked data for gaming platforms
Examples
Examples of mixed logit and multinomial probit models
Beef
Choice of a beef product
Heating
Heating System Choice in California Houses
Fishing
Choice of Fishing Mode
Electricity
Stated preference data for the choice of electricity suppliers
Cracker
Choice of Brand for Crakers
HC
Heating and Cooling System Choice in Newly Built Houses in California
Ketchup
Choice of Brand for Ketchup
JapaneseFDI
Japanese Foreign Direct Investment in European Regions
RiskyTransport
Risky Transportation Choices
Telephone
Choice among residential telephone service options for local calling
NOx
Technologies to reduce NOx emissions
ModeCanada
Mode Choice for the Montreal-Toronto Corridor
MobilePhones
Stated Preferences survey for mobile phones
Mode
Mode Choice