apollo

Tools for Choice Model Estimation and Application

The Choice Modelling Centre (CMC) at the University of Leeds has developed flexible code for the estimation and application of choice models in R. Users are able to write their own model functions or use a mix of already available ones. Random heterogeneity, both continuous and discrete and at the level of individuals and choices, can be incorporated for all models. There is support for both standalone models and hybrid model structures. Both classical and Bayesian estimation is available, and multiple discrete continuous models are covered in addition to discrete choice. Multi-threading processing is supported for estimation and a large number of pre and post-estimation routines, including for computing posterior (individual-level) distributions are available. For examples, a manual, and a support forum, visit www.ApolloChoiceModelling.com. For more information on choice models see Train, K. (2009) <isbn:978-0-521-74738-7> and Hess, S. & Daly, A.J. (2014) <isbn:978-1-781-00314-5> for an overview of the field.

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Description file content

Package
apollo
Type
Package
Title
Tools for Choice Model Estimation and Application
Version
0.0.7
Description
The Choice Modelling Centre (CMC) at the University of Leeds has developed flexible code for the estimation and application of choice models in R. Users are able to write their own model functions or use a mix of already available ones. Random heterogeneity, both continuous and discrete and at the level of individuals and choices, can be incorporated for all models. There is support for both standalone models and hybrid model structures. Both classical and Bayesian estimation is available, and multiple discrete continuous models are covered in addition to discrete choice. Multi-threading processing is supported for estimation and a large number of pre and post-estimation routines, including for computing posterior (individual-level) distributions are available. For examples, a manual, and a support forum, visit www.ApolloChoiceModelling.com. For more information on choice models see Train, K. (2009) and Hess, S. & Daly, A.J. (2014) for an overview of the field.
License
GPL-2
Encoding
UTF-8
LazyData
true
Depends
R (>= 3.1.0), stats, utils
Imports
Rcpp (>= 1.0.0), maxLik, mnormt, mvtnorm, graphics, coda, sandwich, randtoolbox, numDeriv, RSGHB, parallel
LinkingTo
Rcpp, RcppArmadillo, RcppEigen
Suggests
knitr, rmarkdown, testthat
VignetteBuilder
knitr
RoxygenNote
6.1.1
NeedsCompilation
yes
Packaged
2019-05-08 12:48:14 UTC; palma
Author
Stephane Hess [aut], David Palma [aut, cre]
Maintainer
David Palma
Repository
CRAN
Date/Publication
2019-05-08 14:20:03 UTC

install.packages('apollo')

0.0.7

16 days ago

David Palma

GPL-2

Depends on

R (>= 3.1.0), stats, utils

Imports

Rcpp (>= 1.0.0), maxLik, mnormt, mvtnorm, graphics, coda, sandwich, randtoolbox, numDeriv, RSGHB, parallel

Suggests

knitr, rmarkdown, testthat

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