Statistical Methods for Genetic Pathway-Based Data Analysis

Statistical Methods for Genetic Pathway-Based Data Analysis

The wide application of the genomic microarray technology triggers a tremendous need in the development of the high dimensional genetic data analysis. Many statistical methods for the microarray data analysis consider one gene at a time, but they may miss subtle changes at the single gene level. Thi...

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Bibliographic Details
Main Author: Cheng, Lulu
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2015
Subjects:
Adaptive GLASSO
Gaussian Random Process
Gene Expression Data
GLASSO
Marginal Likelihood
Multi-Level Gaussian Graphical Model
Pathway-Based Analysis
Unknown Link Estimation
Zero Inflated Poisson.
Online Access:http://hdl.handle.net/10919/52039

Internet

http://hdl.handle.net/10919/52039

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