Grau, Maria V., Sandler, Robert S., McKeown-Eyssen, Gail, Bresalier, Robert S., Haile, Robert W., Barry, Elizabeth L., ...
Background Frequent use of nonsteroidal anti-inflammatory drugs (NSAIDs) has been shown to reduce the risk of colorectal adenomas in randomized trials. We examined the persistence of the protective...
Trask, Heidi W., Sartor, Maureen A., Gui, Jiang, Heath, Catherine V., Renuka, Janhavi, ...
With no known exceptions, every published microarray study to determine differential mRNA levels in eukaryotes used RNA extracted from whole cells. It is assumed that the use of whole cell RNA in...
Large-scale microarray gene expression data provide the possibility of constructing genetic networks or biological pathways. Gaussian graphical models have been suggested to provide an effective...
Degree granted in Statistics.
Thesis (Ph. D.)--University of California, Davis, 2005.
Address for correspondence: (2005)
The online version of this article has been published under an open access model. Users are entitled to use, reproduce, disseminate, or display the open access version of this article for...
BIOINFORMATICS ORIGINAL PAPER (2005)
Gene Expression, Jiang Gui, Hongzhe Li
doi:10.1093/bioinformatics/bti422 Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data
Large-scale microarray gene expression data provide the possibility of constructing genetic networks or biological pathways. Gaussian graphical models have been suggested to provide an effective...
Large-scale microarray gene expression data provide the possibility of constructing genetic networks or biological pathways. Gaussian graphical models have been suggested to provide an effective...
Motivation: An important application of microarray technology is to relate gene expression profiles to various clinical phenotypes of patients. Success has been demonstrated in molecular...
Partial Cox Regression Analysis for High-Dimensional Microarray Gene Expression Data (2004)
An important application of microarray technology is to predict various clinical phenotypes based on the gene expression profile. Success has been demonstrated in molecular classification of cancer...
An important application of microarray technology is to relate gene expression profiles to various clinical phenotypes of patients. Success has been demonstrated in molecular classification of cancer...
Partial Cox regression analysis for high-dimensional microarray gene expression data (2004)
Motivation: An important application of microarray technology is to predict various clinical phenotypes based on the gene expression profile. Success has been demonstrated in molecular classification...