Package: GPCERF
Title: Gaussian Processes for Estimating Causal Exposure Response
        Curves
Version: 0.2.1
Authors@R: c(
    person("Naeem", "Khoshnevis", email = "nkhoshnevis@g.harvard.edu",
           role=c("aut","cre"), 
           comment = c(ORCID = "0000-0003-4315-1426", AFFILIATION="HUIT")),
    person("Boyu", "Ren", email = "bren@partners.org",
           role= c("aut"),            
           comment = c(ORCID = "0000-0002-5300-1184", AFFILIATION="McLean Hospital")),
    person("Tanujit", "Dey", email = "tdey@bwh.harvard.edu",
           role= c("ctb"),            
           comment = c(ORCID = "0000-0001-5559-211X", AFFILIATION="HMS")),
    person("Danielle","Braun", email = "dbraun@hsph.harvard.edu",
           role=c("aut"),     
           comment = c(ORCID = "0000-0002-5177-8598", AFFILIATION="HSPH")))
Maintainer: Naeem Khoshnevis <nkhoshnevis@g.harvard.edu>
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 <arXiv:2105.03454>.
License: GPL (>= 3)
Language: en-US
URL: https://github.com/NSAPH-Software/GPCERF
BugReports: https://github.com/NSAPH-Software/GPCERF/issues
Copyright: Harvard University
Imports: parallel, xgboost, stats, MASS, spatstat.geom, logger, Rcpp,
        RcppArmadillo, ggplot2, cowplot, rlang, Rfast, SuperLearner,
        wCorr
Encoding: UTF-8
RoxygenNote: 7.2.1
Depends: R (>= 3.5.0)
Suggests: rmarkdown, knitr, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
LinkingTo: RcppArmadillo, Rcpp
NeedsCompilation: yes
Packaged: 2023-03-15 03:11:44 UTC; nak443
Author: Naeem Khoshnevis [aut, cre] (<https://orcid.org/0000-0003-4315-1426>,
    HUIT),
  Boyu Ren [aut] (<https://orcid.org/0000-0002-5300-1184>, McLean
    Hospital),
  Tanujit Dey [ctb] (<https://orcid.org/0000-0001-5559-211X>, HMS),
  Danielle Braun [aut] (<https://orcid.org/0000-0002-5177-8598>, HSPH)
Repository: CRAN
Date/Publication: 2023-03-15 12:50:09 UTC
Built: R 4.1.3; x86_64-w64-mingw32; 2023-03-22 18:41:33 UTC; windows
Archs: i386, x64
