Package: cbcTools Title: Design and Analyze Choice-Based Conjoint Experiments Version: 0.7.2 Maintainer: John Helveston Authors@R: c( person(given = "John", family = "Helveston", role = c("cre", "aut", "cph"), email = "john.helveston@gmail.com", comment = c(ORCID = "0000-0002-2657-9191"))) Description: Design and evaluate choice-based conjoint survey experiments. Generate a variety of survey designs, including random designs, frequency-based designs, and D-optimal designs, as well as "labeled" designs (also known as "alternative-specific designs"), designs with "no choice" options, and designs with dominant alternatives removed. Conveniently inspect and compare designs using a variety of metrics, including design balance, overlap, and D-error, and simulate choice data for a survey design either randomly or according to a utility model defined by user-provided prior parameters. Conduct a power analysis for a given survey design by estimating the same model on different subsets of the data to simulate different sample sizes. Bayesian D-efficient designs using the 'cea' and 'modfed' methods are obtained using the 'idefix' package by Traets et al (2020) . Choice simulation and model estimation in power analyses are handled using the 'logitr' package by Helveston (2023) . License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 VignetteBuilder: knitr Depends: R (>= 3.5.0) Suggests: here, knitr, testthat, tibble Imports: fastDummies, ggplot2, idefix (>= 1.1.0), logitr (>= 1.0.1), parallel, randtoolbox, rlang, tools, stats, utils URL: https://github.com/jhelvy/cbcTools, https://jhelvy.github.io/cbcTools/ BugReports: https://github.com/jhelvy/cbcTools/issues Config/pak/sysreqs: cmake make libmagick++-dev gsfonts libicu-dev libjpeg-dev libpng-dev libuv1-dev zlib1g-dev Repository: https://jhelvy.r-universe.dev Date/Publication: 2026-06-24 10:37:59 UTC RemoteUrl: https://github.com/jhelvy/cbctools RemoteRef: HEAD RemoteSha: d38fb3537412652a5726c1ad76c020f83e170907 NeedsCompilation: no Packaged: 2026-07-06 12:14:04 UTC; root Author: John Helveston [cre, aut, cph] (ORCID: )