<?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>Conditional Regime Analog Forecasting with Trajectories</dc:title>
  <dc:title>R package CRAFT version 0.4.0</dc:title>
  <dc:description>Tools for Conditional Regime Analog Forecasting with Trajectories.
    The package builds lag and lead trajectory embeddings, detects regimes
    with singular value decomposition and changepoint analysis, estimates
    transition probabilities between regimes, samples future-trajectory
    analogues, and fits smooth empirical forecast distributions. Random-search
    hyperparameter tuning ranks candidate models using internal backtests.
    The tuner supports staged evaluation, shared-computation
    caching, and deferred fitting of selected models.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: changepoint, graphics, grDevices, parallel, stats, utils</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Giancarlo Vercellino &lt;giancarlo.vercellino@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Giancarlo Vercellino [aut, cre, cph]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-11-02</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=CRAFT</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.CRAFT</dc:identifier>
</oai_dc:dc>
