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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Bibliographic Details

Published in:	Biostatistics Vol. 10; no. 3; pp. 424 - 436
Main Authors:	de Valpine P, Bitter HM, Brown MP, Heller J, de Valpine, Perry, Bitter, Hans-Marcus, Brown, Michael P S, Heller, Jonathan
Format:	research Journal Article
Published:	Oxford University Press / USA Jul2009
Online Access:	View this record in EBSCOhost