Other packages > Find by keyword >

stan4bart  

Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions
View on CRAN: Click here


Download and install stan4bart package within the R console
Install from CRAN:
install.packages("stan4bart")

Install from Github:
library("remotes")
install_github("cran/stan4bart")

Install by package version:
library("remotes")
install_version("stan4bart", "0.0-7")



Attach the package and use:
library("stan4bart")
Maintained by
Vincent Dorie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-22
Latest Update: 2023-12-08
Description:
Fits semiparametric linear and multilevel models with non-parametric additive Bayesian additive regression tree (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) components and Stan (Stan Development Team (2021) <https://mc-stan.org/>) sampled parametric ones. Multilevel models can be expressed using 'lme4' syntax (Bates, Maechler, Bolker, and Walker (2015) <doi:10.18637/jss.v067.i01>).
How to cite:
Vincent Dorie (2021). stan4bart: Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions. R package version 0.0-7, https://cran.r-project.org/web/packages/stan4bart
Previous versions and publish date:
0.0-1 (2021-11-22 10:50), 0.0-2 (2021-12-06 18:10), 0.0-3 (2022-04-01 00:40), 0.0-5 (2023-01-23 20:40), 0.0-6 (2023-02-03 14:10), 0.0-7 (2023-12-08 15:10)
Other packages that cited stan4bart R package
View stan4bart citation profile
Other R packages that stan4bart depends, imports, suggests or enhances
Functions, R codes and Examples using the stan4bart R package
Some associated functions: generics . stan4bart . 
Some associated R codes: generics.R . hooks.R . lme4_functions.R . misc.R . priors.R . rstanarm_functions.R . stan4bart.R . stan4bart_fit.R . test_data.R .  Full stan4bart package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

gclus  
Clustering Graphics
Orders panels in scatterplot matrices and parallel coordinate displays by some merit index. Package ...
Download / Learn more Package Citations See dependency  
stagePop  
Modelling the Population Dynamics of a Stage-Structured Species in Continuous Time
Provides facilities to implement and run population models of stage-structured species... ...
Download / Learn more Package Citations See dependency  
CompoundEvents  
Statistical Modeling of Compound Events
Tools for extracting occurrences, assessing potential driving factors, predicting occurrences, and q ...
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  
ismev  
An Introduction to Statistical Modeling of Extreme Values
Functions to support the computations carried out in `An Introduction to Statistical Modeling of Ex ...
Download / Learn more Package Citations See dependency  
multiocc  
Fits Multivariate Spatio-Temporal Occupancy Model
Spatio-temporal multivariate occupancy models can handle multiple species in occupancy models. This ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns