JSM Preliminary Online Program
This is the preliminary program for the 2008 Joint Statistical Meetings in Denver, Colorado.

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Activity Number: 428
Type: Invited
Date/Time: Wednesday, August 6, 2008 : 2:00 PM to 3:50 PM
Sponsor: WNAR
Abstract - #300342
Title: Modeling Splice-Junction Microarrays
Author(s): Kasper D. Hansen*+
Companies: University of California, Berkeley
Address: Division of Biostatistics, School of Public Health, Berkeley, CA, 94720-7358,
Keywords: microarrays ; non-linear regression
Abstract:

Alternative splicing is hypothesized to play a major role in gene diversity in higher organisms. Splice-junction microarrays are microarrays designed to monitor alternative isoforms as opposed to the gene-level measurements common in ordinary gene expression microarrays. Tto deconvolve the microarray measurements, we are proposing a nonlinear interpretable model with parameters corresponding to the isoform fold changes and relative abundances. The model is fit using nonlinear regression. We apply the model to study nonsense mediated degradation in Drosophila melanogaster.


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Revised September, 2008