Methods for Predicting an Ordinal Response with High-Throughput Genomic Data

Multigenic diagnostic and prognostic tools can be derived for ordinal clinical outcomes using data from high-throughput genomic experiments. A challenge in this setting is that the number of predictors is much greater than the sample size, so traditional ordinal response modeling techniques must be...

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Bibliographic Details
Main Author: Ferber, Kyle L
Format: Others
Published: VCU Scholars Compass 2016
Subjects:
Online Access:http://scholarscompass.vcu.edu/etd/4585
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=5629&context=etd