<?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>Probabilistic Time Series Forecasting with XGBoost and Conformal
Inference</dc:title>
  <dc:title>R package xpect version 1.2</dc:title>
  <dc:subject>CRAN Task View: TimeSeries (https://CRAN.R-project.org/view=TimeSeries)</dc:subject>
  <dc:description>Implements a probabilistic approach to time series forecasting combining XGBoost regression with conformal inference methods. The package provides functionality for generating predictive distributions, evaluating uncertainty, and optimizing hyperparameters using Bayesian, coarse-to-fine, or random search strategies.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 2.10)</dc:relation>
  <dc:relation>Imports: normalp (&gt;= 0.7.2), glogis (&gt;= 1.0-2), gld (&gt;= 2.6.6), purrr
(&gt;= 1.0.1), ald (&gt;= 1.3.1), evd (&gt;= 2.3-6.1),
GeneralizedHyperbolic (&gt;= 0.8-6), cubature (&gt;= 2.1.0), furrr
(&gt;= 0.3.1), future (&gt;= 1.33.0), xgboost (&gt;= 1.7.5.1),
rBayesianOptimization (&gt;= 1.2.0), lubridate (&gt;= 1.9.2), ggplot2
(&gt;= 3.5.1), scales (&gt;= 1.3.0)</dc:relation>
  <dc:relation>Suggests: 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>2026-03-29</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=xpect</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.xpect</dc:identifier>
</oai_dc:dc>
