# Multinomial Logit Models

## Documentation for package ‘mlogit’ version 0.3-0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

B C D E F G H I J K L M N P Q R S T U V W Y misc

## -- B --

Beef | Choice of a beef product

## -- C --

Car | Stated Preferences for Car Choice
Catsup | Choice of Brand for Catsup
coef.mlogit | Multinomial logit model
coef.summary.mlogit | Multinomial logit model
cor.mlogit | Correlation structure of the random parameters
cov.mlogit | Correlation structure of the random parameters
Cracker | Choice of Brand for Crakers

## -- D --

df.residual.mlogit | Multinomial logit model
distribution | Functions used to describe the characteristics of estimated random parameters
drpar | Functions used to describe the characteristics of estimated random parameters
drpar.mlogit | Functions used to describe the characteristics of estimated random parameters
drpar.rpar | Functions used to describe the characteristics of estimated random parameters

## -- E --

effects.mlogit | Marginal effects of the covariates
Elec.mxl | Examples of mixed logit and multinomial probit models
Elec.mxl2 | Examples of mixed logit and multinomial probit models
Elec.mxl3 | Examples of mixed logit and multinomial probit models
Elec.mxl4 | Examples of mixed logit and multinomial probit models
Elec.mxl5 | Examples of mixed logit and multinomial probit models
Electricity | Stated preference data for the choice of electricity suppliers
Examples | Examples of mixed logit and multinomial probit models

## -- F --

Fish.mprobit | Examples of mixed logit and multinomial probit models
Fishing | Choice of Fishing Mode
fitted.mlogit | Multinomial logit model
formula.mlogit.data | data.frame for logit model

## -- G --

Game | Ranked data for gaming platforms
Game2 | Ranked data for gaming platforms

## -- H --

HC | Heating and Cooling System Choice in Newly Built Houses in California
Heating | Heating System Choice in California Houses
hmftest | Hausman-McFadden Test
hmftest.formula | Hausman-McFadden Test
hmftest.mlogit | Hausman-McFadden Test

## -- I --

index | data.frame for logit model
is.mFormula | Model formula for logit models

## -- J --

JapaneseFDI | Japanese Foreign Direct Investment in European Regions

## -- K --

Ketchup | Choice of Brand for Ketchup

## -- L --

logLik.mlogit | Multinomial logit model
logsum | Compute the log-sum or inclusive value/utility
lrtest | The three tests for mlogit models
lrtest.mlogit | The three tests for mlogit models

## -- M --

mean.mlogit | Functions used to describe the characteristics of estimated random parameters
mean.mlogit.data | data.frame for logit model
mean.rpar | Functions used to describe the characteristics of estimated random parameters
med | Functions used to describe the characteristics of estimated random parameters
med.mlogit | Functions used to describe the characteristics of estimated random parameters
med.rpar | Functions used to describe the characteristics of estimated random parameters
mFormula | Model formula for logit models
mFormula.formula | Model formula for logit models
mlogit | Multinomial logit model
mlogit.data | data.frame for logit model
mlogit.optim | Non-linear minimization routine
MobilePhones | Stated Preferences survey for mobile phones
Mode | Mode Choice
ModeCanada | Mode Choice for the Montreal-Toronto Corridor
model.frame.mFormula | Model formula for logit models
model.matrix.mFormula | Model formula for logit models
model.matrix.mlogit | Multinomial logit model

## -- N --

NOx | Technologies to reduce NOx emissions

## -- P --

p1 | Examples of mixed logit and multinomial probit models
p2 | Examples of mixed logit and multinomial probit models
plot.mlogit | Plot of the distribution of estimated random parameters
plot.rpar | Plot of the distribution of estimated random parameters
predict.mlogit | Multinomial logit model
print.mlogit | Multinomial logit model
print.pseries | data.frame for logit model
print.rpar | random parameter objects
print.summary.mlogit | Multinomial logit model
prpar | Functions used to describe the characteristics of estimated random parameters
prpar.mlogit | Functions used to describe the characteristics of estimated random parameters
prpar.rpar | Functions used to describe the characteristics of estimated random parameters

## -- Q --

qrpar | Functions used to describe the characteristics of estimated random parameters
qrpar.mlogit | Functions used to describe the characteristics of estimated random parameters
qrpar.rpar | Functions used to describe the characteristics of estimated random parameters

## -- R --

residuals.mlogit | Multinomial logit model
rg | Functions used to describe the characteristics of estimated random parameters
rg.mlogit | Functions used to describe the characteristics of estimated random parameters
rg.rpar | Functions used to describe the characteristics of estimated random parameters
RiskyTransport | Risky Transportation Choices
rpar | random parameter objects

## -- S --

scoretest | The three tests for mlogit models
scoretest.default | The three tests for mlogit models
scoretest.mlogit | The three tests for mlogit models
stdev | Functions used to describe the characteristics of estimated random parameters
stdev.mlogit | Functions used to describe the characteristics of estimated random parameters
stdev.rpar | Functions used to describe the characteristics of estimated random parameters
suml | Multinomial logit model
summary.mlogit | Multinomial logit model
summary.rpar | random parameter objects

## -- T --

Telephone | Choice among residential telephone service options for local calling
terms.mlogit | Multinomial logit model
TollRoad | Stated Preferences survey for a toll road
Train | Stated Preferences for Train Traveling
Train.ml | Examples of mixed logit and multinomial probit models
Train.mxlc | Examples of mixed logit and multinomial probit models
Train.mxlu | Examples of mixed logit and multinomial probit models
Tuna | Choice of Brand for Tuna

## -- U --

update.mlogit | Multinomial logit model

## -- V --

vcov.mlogit | vcov method for mlogit objects

## -- W --

waldtest | The three tests for mlogit models
waldtest.mlogit | The three tests for mlogit models

## -- Y --

Yogurt | Choice of Brand for Yogurts

## -- misc --

$<-.mlogit.data | data.frame for logit model
[[<-.mlogit.data | data.frame for logit model