Abstract #301987

The views expressed here are those of the individual authors
and not necessarily those of the ASA or its board, officers, or staff.

Back to main JSM 2002 Program page
JSM 2002 Abstract #301987
Activity Number: 81
Type: Contributed
Date/Time: Monday, August 12, 2002 : 8:30 AM to 10:20 AM
Sponsor: Biometrics Section*
Abstract - #301987
Title: Statistical Issues in Standardization of Microarray Experiments from Design to Normalized Data
Author(s): Sutapa Das*+ and Georgiy Bobashev and Abhik Das
Affiliation(s): RTI International and RTI International and RTI International
Address: 3040 Cornwallis Rd., RTP, NC, 27709, USA
Keywords: Expression Data ; Normalization Procedures ; Experiment Design ; differential Expression
Abstract:

Recent advances in computational and statistical techniques have led many scientists to focus on analyzing microarray data and developing models for this data. However, issues of data collection, quality, and standards remain major bottlenecks to obtaining useful and applicable results. While some scientists focus mainly on experimental design, others are preoccupied with the quality of expression data or normalization procedures. The purpose of this review is to unify the best approaches in array design, experiment design, data quality, normalization procedures, error models, and differential expression to develop a comprehensive model.

  • 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 2002 program

JSM 2002

For information, contact meetings@amstat.org or phone (703) 684-1221.

If you have questions about the Continuing Education program, please contact the Education Department.

Revised March 2002