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Package: mnlChoice
Type: Package
Title: Multinomial Logit and Probit Model Selection Tools
Version: 0.1.0
Authors@R: c(
person("Wali", "Reheman", email = "wr6045a@american.edu", role = c("aut", "cre"))
)
Description: Provides tools for comparing Multinomial Logit (MNL) and Multinomial
Probit (MNP) models for discrete choice analysis. Includes empirical benchmarks,
decision support functions, dropout scenario analysis for testing substitution
effects, automatic functional form testing, and comprehensive diagnostics.
Based on systematic Monte Carlo simulations comparing model performance across
multiple conditions.
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends:
R (>= 4.0.0)
Imports:
stats,
utils,
graphics,
grDevices
Suggests:
MNP,
nnet,
mvtnorm,
ggplot2,
parallel,
testthat (>= 3.0.0),
knitr,
rmarkdown
VignetteBuilder: knitr
RoxygenNote: 7.0.0
URL: https://github.com/wali-reheman/MNLNP
BugReports: https://github.com/wali-reheman/MNLNP/issues