JSM 2004 - Toronto

Abstract #300674

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Activity Number: 274
Type: Contributed
Date/Time: Tuesday, August 10, 2004 : 2:00 PM to 3:50 PM
Sponsor: Biopharmaceutical Section
Abstract - #300674
Title: Standardization, False Positives, and False Negatives in Microarray Gene Expression
Author(s): Borko D. Jovanovic*+ and Irene B. Helenowski and Marlos A.G. Viana and Alfred W. Rademaker and Raymond C. Bergan
Companies: Northwestern University Medical School and Northwestern University and University of Illinois, Chicago and Northwestern University Medical School and Northwestern University Medical School
Address: 680 N. Lake Shore Dr., Suite 1102, Chicago, IL, 60611,
Keywords: Monte Carlo ; simulations ; log-normal ; outliers
Abstract:

We compare error rates stemming from using ratio (1/k)< R=Y/X< k in gene screening for several commonly used methods for standardizing gene expression in microarrays. The underlying distribution of gene expression is assummed to be log-normal, with mean and SD taken from a published study. Computer simulations are run in S-PLUS and R.


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Revised March 2004