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simulateDCE: Simulate Data for Discrete Choice Experiments

Supports simulating choice experiment data for given designs. It helps to quickly test different designs against each other and compare the performance of new models. The goal of 'simulateDCE' is to make it easy to simulate choice experiment datasets using designs from 'NGENE', 'idefix' or 'spdesign'. You have to store the design file(s) in a sub-directory and need to specify certain parameters and the utility functions for the data generating process. For more details on choice experiments see Mariel et al. (2021) <doi:10.1007/978-3-030-62669-3>.

Version: 0.3.0
Depends: R (≥ 4.1.0)
Imports: dplyr (≥ 1.1.4), evd, formula.tools, ggplot2, kableExtra, magrittr, mixl, psych, purrr, readr, rmarkdown, stats, utils, stringr, tibble, tictoc, tidyr, future, furrr, qs, data.table
Suggests: knitr, testthat (≥ 3.0.0), rlang
Published: 2025-07-09
Author: Julian Sagebiel ORCID iD [aut, cre]
Maintainer: Julian Sagebiel <julian.sagebiel at idiv.de>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: simulateDCE results

Documentation:

Reference manual: simulateDCE.pdf
Vignettes: SE_Agri-vignette (source, R code)
SE_drive-vignette (source, R code)
csa-vignette (source, R code)

Downloads:

Package source: simulateDCE_0.3.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): simulateDCE_0.3.0.tgz, r-oldrel (arm64): simulateDCE_0.3.0.tgz, r-release (x86_64): simulateDCE_0.3.0.tgz, r-oldrel (x86_64): simulateDCE_0.3.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.