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<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>Staggered Difference-in-Differences with Nonlinear Outcomes</dc:title>
  <dc:title>R package NonlinearDiD version 0.2.0</dc:title>
  <dc:description>Supports staggered difference-in-differences designs with
    nonlinear outcomes for both panel and repeated cross-section data.
    Implements estimators for staggered treatment adoption with binary,
    count, and other nonlinear outcomes, extending Callaway and Sant'Anna
    (2021) &lt;doi:10.1016/j.jeconom.2020.12.001&gt; to settings with nonlinear
    outcome models such as logit, probit, and Poisson. For panel data,
    units are followed over time and 'idname' identifies repeated
    observations. For repeated cross-section data, observations are
    independent within each time period; 'idname' is optional and may
    identify survey records or households, but the estimator does not
    require the same units to appear across periods. Repeated cross-section
    estimation includes pooled quasi-maximum likelihood approaches motivated
    by Wooldridge (2023) &lt;doi:10.1093/ectj/utad016&gt;, with optional weighting
    and clustered inference. Methods also draw on Roth and Sant'Anna (2023)
    &lt;doi:10.3982/ECTA19402&gt; and Sant'Anna and Zhao (2020)
    &lt;doi:10.1016/j.jeconom.2020.06.003&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: stats, utils, MASS, sandwich, lmtest, ggplot2</dc:relation>
  <dc:relation>Suggests: did, dplyr, knitr, rmarkdown, testthat (&gt;= 3.0.0), covr</dc:relation>
  <dc:creator>Subir Hait &lt;haitsubi@msu.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Subir Hait [aut, cre] (ORCID: &lt;https://orcid.org/0009-0004-9871-9677&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=NonlinearDiD/LICENSE)</dc:rights>
  <dc:date>2026-05-20</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=NonlinearDiD</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.NonlinearDiD</dc:identifier>
</oai_dc:dc>
