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A simulation–approximation approach to sample size planning for high-dimensional classification studies

Classification studies with high-dimensional measurements and relatively small sample sizes are increasingly common. Prospective analysis of the role of sample sizes in the performance of such studies is important for study design and interpretation of results, but the complexity of typical pattern...

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Detalles Bibliográficos
Autores principales: de Valpine, Perry, Bitter, Hans-Marcus, Brown, Michael P. S., Heller, Jonathan
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2697341/
https://www.ncbi.nlm.nih.gov/pubmed/19234308
http://dx.doi.org/10.1093/biostatistics/kxp001