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
Publicado en:Biostatistics Vol. 10; no. 3; pp. 424 - 436
Autores principales: de Valpine P, Bitter HM, Brown MP, Heller J, de Valpine, Perry, Bitter, Hans-Marcus, Brown, Michael P S, Heller, Jonathan
Formato: research Journal Article
Publicado: Oxford University Press / USA Jul2009
Acceso en línea:Ver este registro en EBSCOhost