Package: cregg 0.3.7
cregg: Simple Conjoint Tidying, Analysis, and Visualization
Simple tidying, analysis, and visualization of conjoint (factorial) experiments, including estimation and visualization of average marginal component effects ('AMCEs') and marginal means ('MMs') for weighted and un-weighted survey data, along with useful reference category diagnostics and statistical tests. Estimation of 'AMCEs' is based upon methods described by Hainmueller, Hopkins, and Yamamoto (2014) <doi:10.1093/pan/mpt024>.
Authors:
cregg_0.3.7.tar.gz
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cregg.pdf |cregg.html✨
cregg/json (API)
NEWS
# Install 'cregg' in R: |
install.packages('cregg', repos = c('https://leeper.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/leeper/cregg/issues
- immigration - Immigration Conjoint Experiment Dataset from Hainmueller et. al.
- taxes - Tax Preference Conjoint Experiment Dataset from Ballard-Rosa et al.
- wide_conjoint - Example of a raw, "wide" conjoint dataset to demonstrate functionality of 'cj_tidy'
Last updated 4 years agofrom:090689064d. Checks:OK: 5 WARNING: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 06 2024 |
R-4.5-win | WARNING | Sep 06 2024 |
R-4.5-linux | WARNING | Sep 06 2024 |
R-4.4-win | OK | Sep 06 2024 |
R-4.4-mac | OK | Sep 06 2024 |
R-4.3-win | OK | Sep 06 2024 |
R-4.3-mac | OK | Sep 06 2024 |
Exports:amceamce_by_referenceamce_diffscjcj_anovacj_dfcj_freqscj_propscj_tablecj_tidymmmm_diffs
Dependencies:clicolorspaceDBIfansifarverggplot2ggstancegluegtableisobandlabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvminqamitoolsmunsellnlmenumDerivpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadillorlangsandwichscalessurveysurvivaltibbleutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Tidy estimation of AMCEs | amce amce_by_reference |
Preference Heterogeneity Diagnostics | amce_diffs cj_anova mm_diffs |
Simple Conjoint Analyses and Visualization | cregg-package cj cregg |
Create a "cj_df" data frame | cj_df cj_df.data.frame [.cj_df |
Conjoint feature frequencies | cj_freqs cj_props cj_table |
Tidy a conjoint dataset | cj_tidy |
Immigration Conjoint Experiment Dataset from Hainmueller et. al. (2014) | immigration |
Marginal Means | mm |
Plot AMCE estimates, MM descriptives, and frequency plots | plot.cj_amce plot.cj_diffs plot.cj_freqs plot.cj_mm |
Tax Preference Conjoint Experiment Dataset from Ballard-Rosa et al. (2016) | taxes |
Example of a raw, "wide" conjoint dataset to demonstrate functionality of 'cj_tidy' | wide_conjoint |