Dimension Reduction Strategies

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Presentation transcript:

Dimension Reduction Strategies Microarray Data: Dimension Reduction Strategies with applications to survival prediction Stacey Ackerman John Ratanaprasatporn Cyrus Aghili Israel Cabello

Acknowledgements This work has been supported by: NSF grant DMS-0244184 and NSA grant 05021102 The Rice University Summer Institute of Statistics under the direction of Dr. Javier Rojo Dr. Scott Daniel Covarrubias, Teresa Wollscheid

Presentation Outline Microarray data Dimension reduction Principal Components Analysis Partial Least Squares Cox Proportional Hazards Model Analysis & Results Conclusions