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A Tutorial on Distribution-Free Uncertainty Quantification Using Conformal Prediction

Statistical prediction models are ubiquitous in psychological research and practice. Increasingly, machine-learning models are used. Quantifying the uncertainty of such predictions is rarely considered, partly because prediction intervals are not defined for many of the algorithms used. However, gen...

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Detalles Bibliográficos
Principais autores: Tim Kaiser, Philipp Herzog
Formato: Artigo
Idioma:Inglês
Publicado: SAGE Publishing 2025-11-01
Series:Advances in Methods and Practices in Psychological Science
Acceso en liña:https://doi.org/10.1177/25152459251380452
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