A Multinomial Ordinal Probit Model with Singular Value Decomposition Method for a Multinomial Trait

We developed a multinomial ordinal probit model with singular value decomposition for testing a large number of single nucleotide polymorphisms (SNPs) simultaneously for association with multidisease status when sample size is much smaller than the number of SNPs. The validity and performance of the...

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Bibliographic Details
Main Authors: Soonil Kwon, Mark O. Goodarzi, Kent D. Taylor, Jinrui Cui, Y.-D. Ida Chen, Jerome I. Rotter, Willa Hsueh, Xiuqing Guo
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2012/419832