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projoint: Conjoint Analysis with Reliability Correction and Visualization

Provides tools for analyzing data generated from conjoint survey experiments, a method widely used in the social sciences for studying multidimensional preferences. The package implements estimation of marginal means (MMs) and average marginal component effects (AMCEs), with corrections for measurement error. Methods include profile-level and choice-level estimators, bias correction using intra-respondent reliability (IRR), and visualization utilities. For details on the methodology, see Clayton, Horiuchi, Kaufman, King, and Komisarchik (2025) <https://gking.harvard.edu/conjointE>.

Version:1.0.6
Depends:R (≥ 4.1.0)
Imports:dplyr (≥ 1.1.2),readr,rlang,tidyr,stringr,tidyselect,estimatr,ggthemes,ggplot2, stats,tibble, methods,MASS,forcats,scales
Suggests:tidyverse,knitr,rmarkdown,downloadthis,patchwork,testthat (≥ 3.0.0),DiagrammeR
Published:2025-10-29
DOI:10.32614/CRAN.package.projoint
Author:Yusaku HoriuchiORCID iD [aut, cre], Aaron KaufmanORCID iD [aut], Gary KingORCID iD [aut]
Maintainer:Yusaku Horiuchi <yusaku.horiuchi at gmail.com>
BugReports:https://github.com/yhoriuchi/projoint/issues
License:MIT + fileLICENSE
URL:https://yhoriuchi.github.io/projoint/
NeedsCompilation:no
Citation:projoint citation info
Materials:README,NEWS
CRAN checks:projoint results

Documentation:

Reference manual:projoint.html ,projoint.pdf
Vignettes:Analyze and Visualize Important QOIs (source,R code)
Correct Measurement-Error Bias (source)
Design Your Survey (source)
Explore and Compare Further (source,R code)
FAQ Page (source,R code)
Read and Wrangle Your Data (source,R code)
Choice-Level Analysis (source)

Downloads:

Package source: projoint_1.0.6.tar.gz
Windows binaries: r-devel:projoint_1.0.6.zip, r-release:projoint_1.0.6.zip, r-oldrel:projoint_1.0.6.zip
macOS binaries: r-release (arm64):projoint_1.0.6.tgz, r-oldrel (arm64):projoint_1.0.6.tgz, r-release (x86_64):projoint_1.0.6.tgz, r-oldrel (x86_64):projoint_1.0.6.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=projointto link to this page.


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