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
GPCERF
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]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.GPCERF . https://github.com/NSAPH-Software/GPCERF/issues . https://github.com/NSAPH-Software/GPCERF . GPCERF citation info . GPCERF results . GPCERF.pdf . GPCERF . GPCERF_0.2.4.tar.gz . GPCERF_0.2.4.zip . GPCERF_0.2.4.zip . GPCERF_0.2.4.zip . GPCERF_0.2.4.tgz . GPCERF_0.2.4.tgz . GPCERF_0.2.4.tgz . GPCERF_0.2.4.tgz . GPCERF_0.2.4.tgz . GPCERF_0.2.4.tgz . GPCERF archive . https://CRAN.R-project.org/package=GPCERF .
First Published: 2022-07-02
Latest Update: 2024-03-02
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 07 Apr. 2025.
Previous versions and publish date:
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
Functions, R codes and Examples using
the GPCERF R package
Some associated functions: GPCERF-package . autoplot.cerf_gp . autoplot.cerf_nngp . calc_ac . compute_deriv_nn . compute_deriv_weights_gp . compute_inverse . compute_m_sigma . compute_posterior_m_nn . compute_posterior_sd_nn . compute_rl_deriv_gp . compute_rl_deriv_nn . compute_sd_gp . compute_w_corr . compute_weight_gp . estimate_cerf_gp . estimate_cerf_nngp . estimate_mean_sd_nn . estimate_noise_gp . estimate_noise_nn . find_optimal_nn . generate_synthetic_data . get_logger . log_system_info . plot.cerf_gp . plot.cerf_nngp . print.cerf_gp . print.cerf_nngp . set_logger . summary.cerf_gp . summary.cerf_nngp . train_gps .
Some associated R codes: RcppExports.R . calc_ac.R . compute_deriv_nn.R . compute_deriv_weights_gp.R . compute_inverse.R . compute_m_sigma.R . compute_posterior_m_nn.R . compute_posterior_sd_nn.R . compute_rl_deriv_gp.R . compute_rl_deriv_nn.R . compute_sd_gp.R . compute_w_corr.R . compute_weight_gp.R . estimate_cerf_gp.R . estimate_cerf_nngp.R . estimate_mean_sd_nn.R . estimate_noise_gp.R . estimate_noise_nn.R . find_optimal_nn.R . generate_synthetic_data.R . gpcerf_package.R . plot.R . print.R . set_logger.R . train_GPS.R . utils.R . zzz.R . Full GPCERF package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
letsR
Handling, processing, and analyzing geographic
data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bruno Vilela (view profile)
nutriNetwork
Statistical tool for learning the structure of direct associations among variables for
continuous d ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pariya Behrouzi (view profile)
MetaAnalyser
An interactive application to visualise meta-analysis data as a
physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher Jackson (view profile)
probout
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Chris Fraley (view profile)
ASMap
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Julian Taylor (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)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
