R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
rbart
View on CRAN: Click
here
Download and install rbart package within the R console
Install from CRAN:
install.packages("rbart")
Install from Github:
library("remotes")
install_github("cran/rbart")
Install by package version:
library("remotes")
install_version("rbart", "1.0")
Attach the package and use:
library("rbart")
Maintained by
Robert McCulloch
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-01
Latest Update: 2019-08-01
Description:
A model of the form Y = f(x) + s(x) Z is fit where functions f and s are modeled with ensembles of trees and Z is standard normal.
This model is developed in the paper 'Heteroscedastic BART Via Multiplicative Regression Trees'
(Pratola, Chipman, George, and McCulloch, 2019, ).
BART refers to Bayesian Additive Regression Trees. See the R-package 'BART'.
The predictor vector x may be high dimensional.
A Markov Chain Monte Carlo (MCMC) algorithm provides Bayesian posterior uncertainty for both f and s.
The MCMC uses the recent innovations in
Efficient Metropolis--Hastings proposal mechanisms for Bayesian regression tree models
(Pratola, 2015, Bayesian Analysis, ).
How to cite:
Robert McCulloch (2019). rbart: Bayesian Trees for Conditional Mean and Variance. R package version 1.0, https://cran.r-project.org/web/packages/rbart. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0 (2019-08-01 11:20)
Other packages that cited rbart R package
View rbart citation profile
Other R packages that rbart depends,
imports, suggests or enhances
Functions, R codes and Examples using
the rbart R package
Some associated functions: hbartqqplot . plotFunctionDraws . predict.rbart . rbart . rbartModelMatrix . rbartonsimd . simdat . ucarprice .
Some associated R codes: dotree.R . hbartqqplot.R . mbrt.R . plotFunctionDraws.R . predict.rbart.R . rbart.R . rbartModelMatrix.R . Full rbart 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
CRANsearcher
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Agustin Calatroni (view profile)
telemac
An R interface to the TELEMAC suite for modelling
of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tobias Pilz (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
donut
Finds the k nearest neighbours in a dataset of specified points,
adding the option to wrap certain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul J. Northrop (view profile)
FSInteract
Performs fast detection of interactions in large-scale data using the
method of random intersection ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rajen D. Shah (view profile)
EDOtrans
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jorn Lotsch (view profile)