Other packages > Find by keyword >

cjbart  

Heterogeneous Effects Analysis of Conjoint Experiments
View on CRAN: Click here


Download and install cjbart package within the R console
Install from CRAN:
install.packages("cjbart")

Install from Github:
library("remotes")
install_github("cran/cjbart")

Install by package version:
library("remotes")
install_version("cjbart", "0.3.2")



Attach the package and use:
library("cjbart")
Maintained by
Thomas Robinson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-25
Latest Update: 2023-09-06
Description:
A tool for analyzing conjoint experiments using Bayesian Additive Regression Trees ('BART'), a machine learning method developed by Chipman, George and McCulloch (2010) . This tool focuses specifically on estimating, identifying, and visualizing the heterogeneity within marginal component effects, at the observation- and individual-level. It uses a variable importance measure ('VIMP') with delete-d jackknife variance estimation, following Ishwaran and Lu (2019) , to obtain bias-corrected estimates of which variables drive heterogeneity in the predicted individual-level effects.
How to cite:
Thomas Robinson (2021). cjbart: Heterogeneous Effects Analysis of Conjoint Experiments. R package version 0.3.2, https://cran.r-project.org/web/packages/cjbart. Accessed 08 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:26), 0.1.0 (2021-05-25 13:50), 0.2.0 (2021-11-03 21:00), 0.2.1 (2022-02-14 15:50), 0.2.2 (2022-03-02 15:20), 0.3.0 (2023-04-11 23:30), 0.3.1 (2023-06-07 12:20)
Other packages that cited cjbart R package
View cjbart citation profile
Other R packages that cjbart depends, imports, suggests or enhances
Complete documentation for cjbart
Functions, R codes and Examples using the cjbart R package
Some associated functions: AMCE . IMCE . RMCE . cjbart . het_vimp . pIMCE . plot.cjbart . plot.cjbart.vimp . rf_vimp . summary.cjbart . 
Some associated R codes: cjbart.R . generics.R . pIMCE.R . utils.R . vimp.R . zzz.R .  Full cjbart package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Morpho  
Calculations and Visualisations Related to Geometric Morphometrics
A toolset for Geometric Morphometrics and mesh processing. This includes (among other stuff) mesh d ...
Download / Learn more Package Citations See dependency  
skewt  
The Skewed Student-t Distribution
Density, distribution function, quantile function and random generation for the skewed t distributio ...
Download / Learn more Package Citations See dependency  
FastGaSP  
Fast and Exact Computation of Gaussian Stochastic Process
Implements fast and exact computation of Gaussian stochastic process with the Matern kernel using fo ...
Download / Learn more Package Citations See dependency  
box  
Write Reusable, Composable and Modular R Code
A modern module system for R. Organise code into hierarchical, composable, reusable modules, and us ...
Download / Learn more Package Citations See dependency  
productplots  
Product Plots for R
Framework for visualising tables of counts, proportions and probabilities. The framework is called ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,752

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA