Seminar Notice
Statistical Laboratory
Iowa State University
DATE AND TIME: Friday, December 10, 2004, 11:00 a.m.
PLACE: 1322 Hoover Hall
SPEAKER: Karen Kafadar,Department of Mathematics,University of Colorado at Denver
TITLE: Statistical Analysis of Microarrays
ABSTRACT
Microarray technology has made available large data sets that can provide
information on gene activity when cells are subjected to various
treatments. Before proceeding with a formal statistical analysis, many
biological and procedural aspects should be considered. These aspects may
guide the analysis and subsequent statistical inference. Several of these
issues are discussed in connection with the analysis of oligonucleotide and cDNA
microarray experiments. The particular focus in this talk is on effects
caused by the cDNA slide manufacturing process, appropriate transformations of
the data, and on adjustments for background. A prescription for the
analysis of microarray data is proposed and demonstrated using data from a cDNA
experiment comparing the genetic expressions in two mouse cell lines; a
candidate set of genes is identified for further study. The prescription
may be modified for oligonucleotide microarray data.
COFFEE: 10:30 a.m., 104 Snedecor Hall