<?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 Effect Estimation Under Spatial Confounding and
Interference</dc:title>
  <dc:title>R package spaci version 0.1.1</dc:title>
  <dc:description>Implements the distance-adjusted propensity score with interference
    (iDAPS) and recoverU+ methods for estimating the average treatment effect on
    the treated (ATT) from spatial observational data in the presence of both
    spatial confounding and spatial interference. iDAPS matches units on a
    data-driven composite of propensity-score distance, spatial proximity and
    neighbourhood-exposure distance. recoverU+ is a doubly robust estimator that
    augments the propensity-score and control-outcome models with a partially
    recovered spatial confounder and a neighbourhood-exposure term. The package
    also provides the naive propensity score, DAPS and recoverU comparators, and
    a simulator for the spatial confounding/interference data-generating process.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: stats</dc:relation>
  <dc:relation>Suggests: geoR, ggplot2, readxl, testthat (&gt;= 3.0.0), knitr, rmarkdown</dc:relation>
  <dc:creator>Isqeel Ogunsola &lt;isqeel.ogunsola@postgrad.manchester.ac.uk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Isqeel Ogunsola [aut, cre],
  Olatunji Johnson [aut],
  Thomas House [aut]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=spaci/LICENSE)</dc:rights>
  <dc:date>2026-09-21</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=spaci</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.spaci</dc:identifier>
</oai_dc:dc>
