Tests for gene-treatment interaction in microarray data analysis

Author

Wanrong Yin

Abstract

"Microarrays are a new technology to investigate the expression levels of thousands of genes simultaneously. Microarrays present new statistical problems because the data are very high dimensional with very little replication. Identifying differentially regulated genes in experiments comparing two experimental conditions is often a key step in the microarray data analysis process. In this thesis different approaches and methodological developments are investigated"--Abstract, page iii.

Department(s)

Mathematics and Statistics

Degree Name

M.S. in Mathematics

Publisher

University of Missouri--Rolla

Publication Date

Summer 2005

Pagination

viii, 71 pages

Rights

© 2005 Wanrong Yin, All rights reserved.

Document Type

Thesis - Citation

File Type

text

Language

English

Subject Headings

DNA microarrays -- Statistical methods
Gene expression -- Research -- Methodology
Bootstrap (Statistics)
Analysis of variance

Thesis Number

T 8805

Print OCLC #

66899772

Link to Catalog Record

Full-text not available: Request this publication directly from Missouri S&T Library or contact your local library.

Recommended Citation

Yin, Wanrong, "Tests for gene-treatment interaction in microarray data analysis" (2005). Masters Theses. 3755.
https://scholarsmine.mst.edu/masters_theses/3755