Other packages > Find by keyword >

GPCERF  

Gaussian Processes for Estimating Causal Exposure Response Curves
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GPCERF", "0.2.4")



Attach the package and use:
library("GPCERF")
Maintained by
Boyu Ren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-02
Latest Update: 2024-04-15
Description:
Provides a non-parametric Bayesian framework based on Gaussian process priors for estimating causal effects of a continuous exposure and detecting change points in the causal exposure response curves using observational data. Ren, B., Wu, X., Braun, D., Pillai, N., & Dominici, F.(2021). "Bayesian modeling for exposure response curve via gaussian processes: Causal effects of exposure to air pollution on health outcomes." arXiv preprint .
How to cite:
Boyu Ren (2022). GPCERF: Gaussian Processes for Estimating Causal Exposure Response Curves. R package version 0.2.4, https://cran.r-project.org/web/packages/GPCERF. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2022-07-02 11:50), 0.2.0 (2023-01-22 09:30), 0.2.1 (2023-03-15 13:50), 0.2.2 (2024-02-17 00:40), 0.2.3 (2024-03-02 08:12), 0.2.4 (2024-04-15 16:30)
Other packages that cited GPCERF R package
View GPCERF citation profile
Other R packages that GPCERF depends, imports, suggests or enhances
Complete documentation for GPCERF
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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