A general framework for inference on algorithm-agnostic variable importance.

Williamson, Brian D; Gilbert, Peter B; Simon, Noah R; Carone, Marco

Williamson, Brian D; Gilbert, Peter B; Simon, Noah R; Carone, Marco.

Afiliación

Williamson BD; Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center.
Gilbert PB; Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center.
Simon NR; Department of Biostatistics, University of Washington.
Carone M; Department of Biostatistics, University of Washington.

J Am Stat Assoc ; 118(543): 1645-1658, 2023.

Article en En | MEDLINE | ID: mdl-37982008

Palabras clave

machine learning; statistical inference; targeted learning; variable importance

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: J Am Stat Assoc Año: 2023 Tipo del documento: Article