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% UQO Working Paper No. 41 — CHRONOS-X
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\usepackage[pdftitle={CHRONOS-X: Universal Intraday Representation Learning for Probabilistic Financial Forecasting},
  pdfauthor={Simon-Pierre Boucher}, colorlinks=true, linkcolor=NavyBlue, citecolor=NavyBlue, urlcolor=NavyBlue, breaklinks=true]{hyperref}
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% METADATA
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\input{results_macros}
\newcommand{\WPnumber}{41}
\newcommand{\WPtitle}{CHRONOS-X: Universal Intraday Representation Learning for Probabilistic Financial Forecasting}
\newcommand{\WPsubtitle}{A Multi-Resolution Patch Transformer Tested Against Matched Baselines on 300 U.S. Equities and ETFs}
\newcommand{\WPdate}{November 2026}
\newcommand{\WPversion}{1.0}
\newcommand{\WPabstract}{\input{sections/abstract}}
\newcommand{\WPkeywords}{intraday forecasting, probabilistic forecasting, transformers, multi-resolution representations, calibration, proper scoring rules, high-frequency data}
\newcommand{\WPjel}{C45, C53, C58, G12, G17}
\newcommand{\WPauthor}{Simon-Pierre Boucher}
\newcommand{\WPaffiliation}{Département des sciences administratives\\Université du Québec en Outaouais}
\newcommand{\WPemail}{simon-pierre.boucher@uqo.ca}
\newcommand{\WPaddress}{Gatineau -- Pavillon Alexandre-Taché\\283, boulevard Alexandre-Taché\\Gatineau, Québec, Canada J9A 1L8}

% --- Notation ---
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\begin{document}
\input{sections/titlepage}
\input{sections/introduction}
\input{sections/hypotheses}
\input{sections/literature}
\input{sections/data}
\input{sections/model}
\input{sections/design}
\input{sections/results}
\input{sections/ablations}
\input{sections/limitations}
\input{sections/reproducibility}
\input{sections/conclusion}
\newpage
\bibliography{references}
\input{appendix/appendix}
\end{document}