A Comparison of Microarray Analyses: A Mixed Models Approach Versus the Significance Analysis of Microarrays

A Comparison of Microarray Analyses: A Mixed Models Approach Versus the Significance Analysis of Microarrays

DNA microarrays are a relatively new technology for assessing the expression levels of thousands of genes simultaneously. Researchers hope to find genes that are differentially expressed by hybridizing cDNA from known treatment sources with various genes spotted on the microarrays. The large number...

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Bibliographic Details
Main Author: Stephens, Nathan Wallace
Format: Others
Published: BYU ScholarsArchive 2006
Subjects:
Microarray
Significance Analysis of Microarrays
Mixed Models
Multiple Testing
Statistics
Bioconductor
Resampling
Normalization
Miss Rate
Tail Strength
False Discovery Rate
FDR
pFDR
BYU
SAS
SAMR
SAM
SMA
LPS
KNNImpute
FWER
Statistics and Probability
Online Access:https://scholarsarchive.byu.edu/etd/1115
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=2114&context=etd

Internet

https://scholarsarchive.byu.edu/etd/1115
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=2114&context=etd

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