Lucas Janson (source code)

= Lucas Janson
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<Lucas Janson> studies <high-dimensional statistics> and statistical <machine learning>, with scientific collaborations in <genetics>, <climatology> and political science. His current Stanford homepage describes this combination of methodological research and applications.https://lucasjanson.github.io/[Author research description]{ref}

He coauthored distillation for the <conditional randomization test>. Its computational motivation is that a powerful test statistic may involve expensive <machine learning>; distillation avoids repeating the most costly fitting step for every conditional resample.<Fast and Powerful Conditional Randomization Testing via Distillation by Molei Liu and others>[Abstract and introduction]{ref}

\Image[https://lucasjanson.github.io/Stats2023_out_crop.jpg]
{title=Lucas Janson}
{description=Portrait identified on Lucas Janson’s author homepage. Photograph © Emily Palmer.}
{source=https://lucasjanson.github.io/}
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