<?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>Impulse-Response Function Analysis for Agent-Based Models</dc:title>
  <dc:title>R package LSDirf version 0.1.4</dc:title>
  <dc:description>Performing impulse-response function (IRF) analysis of relevant variables of agent-based simulation models, in particular for models described in 'LSD' format. Based on the data produced by the simulation model, it performs both linear and state-dependent IRF analysis, providing the tools required by the Counterfactual Monte Carlo (CMC) methodology (Amendola and Pereira (2024) &lt;doi:10.1016/j.jebo.2024.106811&gt;), including state identification and sensitivity. CMC proposes retrieving the causal effect of shocks by exploiting the opportunity to directly observe the counterfactual in a fully controlled experimental setup. 'LSD' (Laboratory for Simulation Development) is free software available at &lt;https://www.labsimdev.org/&gt;).</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: stats, utils, grDevices, graphics, boot, digest, gplots,
abind, partykit, randomForest</dc:relation>
  <dc:relation>Suggests: LSDinterface, LSDsensitivity</dc:relation>
  <dc:creator>Marcelo C. Pereira &lt;mcper@unicamp.br&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Marcelo C. Pereira [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-8069-2734&gt;),
  Marco Amendola [aut] (ORCID: &lt;https://orcid.org/0000-0003-3056-5558&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-04-08</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=LSDirf</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.LSDirf</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
