<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Causal Inference using Multivariate Generalized Propensity Score</dc:title>
  <dc:title>R package mvGPS version 1.2.2</dc:title>
  <dc:subject>CRAN Task View: CausalInference (https://CRAN.R-project.org/view=CausalInference)</dc:subject>
  <dc:description>
    Methods for estimating and utilizing the multivariate generalized
    propensity score (mvGPS) for multiple continuous exposures described in
    Williams, J.R, and Crespi, C.M. (2020) &lt;arxiv:2008.13767&gt;. The methods allow
    estimation of a dose-response surface relating the joint distribution of multiple
    continuous exposure variables to an outcome. Weights are constructed assuming a
    multivariate normal density for the marginal and conditional distribution of
    exposures given a set of confounders. Confounders can be different for different
    exposure variables. The weights are designed to achieve balance across all
    exposure dimensions and can be used to estimate dose-response surfaces.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.6)</dc:relation>
  <dc:relation>Imports: Rdpack, MASS, WeightIt, cobalt, matrixNormal, geometry, sp,
gbm, CBPS</dc:relation>
  <dc:relation>Suggests: testthat, knitr, dagitty, ggdag, dplyr, rmarkdown, ggplot2</dc:relation>
  <dc:creator>Justin Williams &lt;williazo@ucla.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Justin Williams [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-5045-2764&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=mvGPS/LICENSE)</dc:rights>
  <dc:date>2021-12-07</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=mvGPS</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.mvGPS</dc:identifier>
</oai_dc:dc>
