This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
|
Activity Number:
|
609
|
|
Type:
|
Topic Contributed
|
|
Date/Time:
|
Thursday, August 5, 2010 : 8:30 AM to 10:20 AM
|
|
Sponsor:
|
Biometrics Section
|
| Abstract - #309067 |
|
Title:
|
Regression and Classification with Gene Networks
|
|
Author(s):
|
Wei Pan*+ and Xiaotong Shen
|
|
Companies:
|
University of Minnesota and University of Minnesota
|
|
Address:
|
A460 Mayo, MMC 303, MInneapolis, MN, 55455,
|
|
Keywords:
|
Microarray ;
Gene expression ;
Penalized regression
|
|
Abstract:
|
We consider the problem of conducting regression or classification analysis with predictors whose relationships are described a priori by a network. A class of motivating examples is to model a quantitative or categorical phenotype using gene expression profiles while accounting for coordinated functioning of genes in the form of biological pathways or networks. We introduce our new methods and compare them with some existing ones.
|
The address information is for the authors that have a + after their name.
Authors who are presenting talks have a * after their name.
Back to the full JSM 2010 program
|
2010 JSM Online Program Home
For information, contact jsm@amstat.org or phone (888) 231-3473.
If you have questions about the Continuing Education program, please contact the Education Department.