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Package: GPCERF | ||
Title: Gaussian Processes for Estimating Causal Exposure Response Curves | ||
Version: 0.2.3 | ||
Version: 0.2.4 | ||
Authors@R: c( | ||
person("Naeem", "Khoshnevis", email = "[email protected]", | ||
role=c("aut","cre"), | ||
role=c("aut"), | ||
comment = c(ORCID = "0000-0003-4315-1426", AFFILIATION="HUIT")), | ||
person("Boyu", "Ren", email = "bren@partners.org", | ||
role= c("aut"), | ||
person("Boyu", "Ren", email = "bren@mgb.org", | ||
role= c("aut","cre"), | ||
comment = c(ORCID = "0000-0002-5300-1184", AFFILIATION="McLean Hospital")), | ||
person("Tanujit", "Dey", email = "[email protected]", | ||
role= c("ctb"), | ||
comment = c(ORCID = "0000-0001-5559-211X", AFFILIATION="HMS")), | ||
person("Danielle","Braun", email = "[email protected]", | ||
role=c("aut"), | ||
comment = c(ORCID = "0000-0002-5177-8598", AFFILIATION="HSPH"))) | ||
Maintainer: Naeem Khoshnevis <[email protected]> | ||
Maintainer: Boyu Ren <[email protected]> | ||
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 | ||
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