<?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>Generalized Autoregressive Score Models</dc:title>
  <dc:title>R package GAS version 0.4.3</dc:title>
  <dc:description>Simulation, estimation and forecasting of univariate and
    multivariate generalized autoregressive score models. Time-varying
    distributional parameters are updated using the score of the conditional
    distribution, with alternative score scaling specifications. Provides
    maximum likelihood estimation, filtering, density forecasting and
    rolling forecast evaluation for a range of conditional distributions.
    Includes diagnostic tools and methods for evaluating Value-at-Risk and
    Expected Shortfall forecasts. The models and their applications are
    described in Ardia et al. (2019) &lt;doi:10.18637/jss.v088.i06&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.4.0), methods</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 0.12.2), Rsolnp, MASS, xts, numDeriv, zoo, cubature</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: testthat</dc:relation>
  <dc:creator>Leopoldo Catania &lt;leopoldo.catania@econ.au.dk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Leopoldo Catania [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-0981-1921&gt;),
  David Ardia [ctb] (ORCID: &lt;https://orcid.org/0000-0003-2823-782X&gt;),
  Kris Boudt [ctb] (ORCID: &lt;https://orcid.org/0000-0002-1000-5142&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-10-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=GAS</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.GAS</dc:identifier>
</oai_dc:dc>
