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idefix (version 1.0.3)

Efficient Designs for Discrete Choice Experiments

Description

Generates efficient designs for discrete choice experiments based on the multinomial logit model, and individually adapted designs for the mixed multinomial logit model. The generated designs can be presented on screen and choice data can be gathered using a shiny application. Traets F, Sanchez G, and Vandebroek M (2020) .

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Install

install.packages('idefix')

Monthly Downloads

1,357

Version

1.0.3

License

GPL-3

Issues

5

Pull Requests

0

Stars

21

Forks

5

Maintainer

Frits Traets

Last Published

March 28th, 2022

Functions in idefix (1.0.3)

LoadData

Load numeric choice data from directory
ImpsampMNL

Importance sampling MNL
Profiles

Profiles generation.
CEA

Coordinate Exchange algorithm for MNL models.
Decode

Coded design to readable design.
Datatrans

Data transformation.
Modfed

Modified Fedorov algorithm for MNL models.
DBerr

DB error
RespondMNL

Response generation
SeqCEA

Sequential Coordinate Exchange algorithm for MNL model.
example_design

Discrete choice design.
nochoice_design

Discrete choice design with no choice option.
idefix-package

idefix: efficient designs for discrete choice experiments.
SeqKL

Sequential Kullback-Leibler based algorithm for the MNL model.
SeqMOD

Sequential modified federov algorithm for MNL model.
example_design2

Discrete choice design.
aggregate_design

Discrete choice aggregate design.
SurveyApp

Shiny application to generate a discrete choice survey.