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Monday, 08/02/2010
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Robust Principal Component Analysis?
Emmanuel Candes, Stanford University; Xiaodong Li, Stanford University; Yi Ma, Microsoft Research Asia; John Wright, Microsoft Research Asia
9:05 AM
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Doubly Constrained Factor Models: Estimation and Applications
Henghsiu Tsai, Academia Sinica; Ruey S. Tsay, The University of Chicago
11:05 AM
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PCA Consistency for High-Dimension, Low Sample Size Context
Sungkyu Jung, The University of North Carolina at Chapel Hill; J. S. Marron, The University of North Carolina at Chapel Hill
2:20 PM
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Prediction via Sparse Kernel PCA
Tianxi Cai, Harvard School of Public Health
2:35 PM
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Some Determinants of Student Performance in Introductory Statistics
Jenting Wang, State University of New York at Oneonta; Shuyi Tu, University of Michigan, Flint
2:50 PM
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Review of Integrative Analysis Challenges in Systems Biology
Lei Zhu, GlaxoSmithKline; Kwan Lee, GlaxoSmithKline; Amit Bhattacharyya, GlaxoSmithKline; Edit Kurali, GlaxoSmithKline; Amber Anderson, GlaxoSmithKline
2:55 PM
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Wednesday, 08/04/2010
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A Relation Between the Exoplanets and Their Host Stars Based on Multivariate Analysis
Elizabeth Martinez Gomez, Penn State; Jogesh Babu, Penn State
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Functional Principal Component Analysis of Density Families with Categorical and Continuous Data on Canadian Entrant Manufacturing Firms
Kim P. Huynh, Indiana University; David T. Jacho-Chavez, Indiana University; Robert J. Petrunia, Lakehead University; Marcel Cristian Voia, Carleton University
9:05 AM
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Combining Principal Component Analysis with Parameter Line Searches to Construct Well-Designed Proposal Distributions for Metropolis-Hastings MCMC
David Andrew Kennedy, The University of Chicago; Vanja Dukic, The University of Chicago; Greg Dwyer, The University of Chicago
9:35 AM
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Longitudinal Functional Principal Component Analysis with Application to DTI Tractography Data
Sonja Greven, Ludwig-Maximilians-University Munich; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
11:15 AM
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