Package: mlogit 1.0-3
Yves Croissant
mlogit: Multinomial Logit Models
Maximum Likelihood estimation of random utility discrete choice models, as described in Kenneth Train (2009) Discrete Choice Methods with Simulations <doi:10.1017/CBO9780511805271>.
Authors:
mlogit_1.0-3.tar.gz
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mlogit_1.0-3.tgz(r-4.4-any)mlogit_1.0-3.tgz(r-4.3-any)
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mlogit.pdf |mlogit.html✨
mlogit/json (API)
NEWS
| # Install 'mlogit' in R: |
| install.packages('mlogit', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/mlogit
- Car - Stated Preferences for Car Choice
- Catsup - Choice of Brand for Catsup
- Cracker - Choice of Brand for Crakers
- Electricity - Stated preference data for the choice of electricity suppliers
- Fishing - Choice of Fishing Mode
- Game - Ranked data for gaming platforms
- Game2 - Ranked data for gaming platforms
- HC - Heating and Cooling System Choice in Newly Built Houses in California
- Heating - Heating System Choice in California Houses
- JapaneseFDI - Japanese Foreign Direct Investment in European Regions
- Mode - Mode Choice
- ModeCanada - Mode Choice for the Montreal-Toronto Corridor
- NOx - Technologies to reduce NOx emissions
- RiskyTransport - Risky Transportation Choices
- Train - Stated Preferences for Train Traveling
Last updated 5 years agofrom:f1afb1c851. Checks:OK: 1 ERROR: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 24 2024 |
| R-4.5-win | ERROR | Aug 24 2024 |
| R-4.5-linux | ERROR | Aug 24 2024 |
| R-4.4-win | ERROR | Aug 24 2024 |
| R-4.4-mac | ERROR | Aug 24 2024 |
| R-4.3-win | ERROR | Aug 24 2024 |
| R-4.3-mac | ERROR | Aug 24 2024 |
Exports:cor.mlogitcov.mlogitdrparhmftestis.mFormulalogsummedmFormulamlogitmlogit.datamlogit.optimmodel.response.mlogitprparqrparrgrparscoreteststdev
Dependencies:FormulalatticelmtestMASSrbibutilsRdpackstatmodzoo
Data management, model description and testing
Rendered fromc2.formula.data.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-02
Started: 2019-01-29
Random utility model and the multinomial logit model
Rendered fromc3.rum.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-06-03
Started: 2019-01-29
Logit models relaxing the iid hypothesis
Rendered fromc4.relaxiid.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-20
Started: 2019-01-29
The random parameters (or mixed) logit model
Rendered fromc5.mxl.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-20
Started: 2019-01-29
Multinomial probit
Rendered fromc6.mprobit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-20
Started: 2019-01-29
Miscellaneous models
Rendered fromc7.miscmodels.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-20
Started: 2019-01-29
Exercise 1: Multinomial logit model
Rendered frome1mlogit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-01-29
Started: 2019-01-29
Exercise 2: Nested logit model
Rendered frome2nlogit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-01-29
Started: 2019-01-29
Exercise 3: Mixed logit model
Rendered frome3mxlogit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-01-29
Started: 2019-01-29
Exercise 4: Multinomial probit
Rendered frome4mprobit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-01-29
Started: 2019-01-29
mlogit
Rendered frommlogit.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2019-07-02
Started: 2019-01-11
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| mlogit package: estimation of random utility discrete choice models by maximum likelihood | mlogit-package |
| Stated Preferences for Car Choice | Car |
| Choice of Brand for Catsup | Catsup |
| Correlation structure of the random parameters | cor.mlogit cov.mlogit |
| Choice of Brand for Crakers | Cracker |
| Functions used to describe the characteristics of estimated random parameters | distribution drpar drpar.mlogit drpar.rpar mean.mlogit mean.rpar med med.mlogit med.rpar prpar prpar.mlogit prpar.rpar qrpar qrpar.mlogit qrpar.rpar rg rg.mlogit rg.rpar stdev stdev.mlogit stdev.rpar |
| Marginal effects of the covariates | effects.mlogit |
| Stated preference data for the choice of electricity suppliers | Electricity |
| Choice of Fishing Mode | Fishing |
| Ranked data for gaming platforms | Game Game2 |
| Heating and Cooling System Choice in Newly Built Houses in California | HC |
| Heating System Choice in California Houses | Heating |
| Hausman-McFadden Test | hmftest hmftest.formula hmftest.mlogit |
| Japanese Foreign Direct Investment in European Regions | JapaneseFDI |
| Compute the log-sum or inclusive value/utility | logsum |
| Model formula for logit models | is.mFormula mFormula mFormula.formula model.frame.mFormula model.matrix.mFormula |
| Methods for mlogit objects | coef.mlogit coef.summary.mlogit df.residual.mlogit fitted.mlogit index.mlogit logLik.mlogit miscmethods.mlogit model.matrix.mlogit model.response.mlogit predict.mlogit print.mlogit print.summary.mlogit residuals.mlogit summary.mlogit terms.mlogit update.mlogit |
| Multinomial logit model | mlogit |
| data.frame for logit model | $.mlogit.data $<-.mlogit.data formula.mlogit.data index index.mlogit.data mean.mlogit.data mlogit.data print.mlogit.data print.pseries [.mlogit.data [[.mlogit.data [[<-.mlogit.data |
| Non-linear minimization routine | mlogit.optim |
| Mode Choice | Mode |
| Mode Choice for the Montreal-Toronto Corridor | ModeCanada |
| Technologies to reduce NOx emissions | NOx |
| Plot of the distribution of estimated random parameters | plot.mlogit plot.rpar |
| Risky Transportation Choices | RiskyTransport |
| random parameter objects | print.rpar rpar summary.rpar |
| The three tests for mlogit models | lrtest lrtest.mlogit scoretest scoretest.default scoretest.mlogit waldtest waldtest.mlogit |
| Stated Preferences for Train Traveling | Train |
| vcov method for mlogit objects | print.summary.vcov.mlogit print.vcov.mlogit summary.vcov.mlogit vcov.mlogit |
