Other packages > Find by keyword >

borrowr  

Estimate Causal Effects with Borrowing Between Data Sources
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("borrowr", "0.2.0")



Attach the package and use:
library("borrowr")
Maintained by
Jeffrey A. Boatman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-19
Latest Update: 2020-12-08
Description:
Estimate population average treatment effects from a primary data source with borrowing from supplemental sources. Causal estimation is done with either a Bayesian linear model or with Bayesian additive regression trees (BART) to adjust for confounding. Borrowing is done with multisource exchangeability models (MEMs). For information on BART, see Chipman, George, & McCulloch (2010) . For information on MEMs, see Kaizer, Koopmeiners, & Hobbs (2018) .
How to cite:
Jeffrey A. Boatman (2019). borrowr: Estimate Causal Effects with Borrowing Between Data Sources. R package version 0.2.0, https://cran.r-project.org/web/packages/borrowr. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2019-07-19 12:00), 0.1.1 (2019-10-30 16:30)
Other packages that cited borrowr R package
View borrowr citation profile
Other R packages that borrowr depends, imports, suggests or enhances
Complete documentation for borrowr
Functions, R codes and Examples using the borrowr R package
Some associated functions: adapt . credint . pate . 
Some associated R codes: RcppExports.R . bart.R . bayes_lm.R . credint.R . data.R . fit_mems.R . methods.R . pate.R . posterior-functions.R . tree_funs.R . utils.R . wbart.R .  Full borrowr 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

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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