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Sunday, 08/01/2010
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A Hidden Ising Model for ChIP-chip Data Analysis
Qianxing Mo, Memorial Sloan-Kettering Cancer Center; Faming Liang, Texas A&M University
2:05 PM
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Visualizing Domestic Airline Traffic with SAS Software
Rick Wicklin, SAS Institute
2:05 PM
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Spatio-Spectral Approach in fMRI Data Analysis: An Approach to Dealing with High Dimensionality of the Data
Hakmook Kang, Brown University
2:05 PM
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Tests for Conditional Association Between an Ordinal Predictor and Continuous, Binomial, or Ordinal Outcomes
Bryan E. Shepherd, Vanderbilt University; Chun Li, Vanderbilt University
3:05 PM
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Challenges and Possible Solutions for Survival Analysis with High-Dimensional Covariates
Sihai Dave Zhao, Harvard University/Dana-Farber Cancer Institute; Yi Li, Harvard University/Dana-Farber Cancer Institute
4:05 PM
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Automated, Robust Analysis of Quantitative Image Data Using Functional Mixed Models and Isomorphic Basis-Space Modeling
Jeffrey S. Morris, MD Anderson Cancer Center; Veera Baladandayuthapani, MD Anderson Cancer Center; Hongxiao Zhu, MD Anderson Cancer Center
4:05 PM
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Reliability Data Analysis for Designed Experiments
Laura June Freeman, Virginia Tech; Geoffrey Vining, Virginia Tech
4:05 PM
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A Foundation for Dynamic Graphical Data Analysis
Edward C. Chao, Data Numerica Institute, Inc.; Jianliang Jin, Annpro Analytic Technologies, Inc.
4:05 PM
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Overcoming Adverse Effects of Correlations in Microarray Data Analysis
Linlin Chen, Rochester Institute of Technology; Alexander Gordon, University of North Carolina Charlotte; Galina Glazko, University of Rochester
4:35 PM
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Model Selection for Dependent Data via the Minimum Description Length Principle
Li Li, University of Toronto; Radu Craiu, University of Toronto; Fang Yao, University of Toronto
4:50 PM
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Monday, 08/02/2010
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Incorporating Chromosomal Spatial Correlation Through 3D Structures Into Microarray Data Analysis
Xinlei Wang, Southern Methodist University; Guanghua Xiao, UT Southwestern Medical Center; Arkady Khodursky, University of Minnesota
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Efficient Classification for Longitudinal Data
Xianlong Wang, Fred Hutchinson Cancer Research Center; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign
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High-Throughput Screening and Data Analysis
Xiaohua Douglas Zhang, Merck Research Laboratories
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WITHDRAWN: Functional Mixed-Effects Modeling of Electroencephalographic (EEG) Data
Shubhankar Ray, Merck & Co., Inc.
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Methodological Considerations Affecting How to Treat the Baseline Measurement of an Outcome
Jennifer Faerber, University of Pennsylvania; Russell Localio, University of Pennsylvania
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Some Large Sample Properties for Pairwise Likelihood-Based Estimators
Gongjun Xu, Columbia University; Zhiliang Ying, Columbia University
8:35 AM
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Functional Additive Models
Fang Yao, University of Toronto; Hans-Georg Mueller, University of California, Davis
9:15 AM
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Adaptive Gaussian Predictive Process Model for Large Spatial Data Sets
Rajarshi Guhaniyogi, University of Minnesota; Andrew Finley, Michigan State University; Sudipto Banerjee, University of Minnesota; Alan E. Gelfand, Duke University
11:05 AM
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Analysis of Multiple Random Functions via Dynamic Constraints
Jeng-Min Chiou, Academia Sinica; Hans-Georg Mueller, University of California, Davis
11:20 AM
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Examining the Challenges of Missing Data Analysis in Phase Three of the Agricultural Resource Management Survey
Darcy Miller, National Agricultural Statistics Service
2:05 PM
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Using U.S. Energy Data to Enhance the Teaching of Introductory Statistics
Carol Joyce Blumberg, U.S. Energy Information Administration
2:05 PM
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Use of Multiple Singular Value Decompositions to Analyze Complex Calcium Ion Signals
Josue Guillermo Martinez, Texas A&M University
3:25 PM
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Tuesday, 08/03/2010
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An Informatics Center for Online Longitudinal Data Analysis
Edward C. Chao, Data Numerica Institute, Inc.; Tao Qi, Annpro Analytic Technologies, Inc.
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Wavelet-Based Functional Linear Mixed Models for Panel Study Data
Elizabeth J. Malloy, American University; Jeffrey S. Morris, MD Anderson Cancer Center; Sara D. Adar, University of Michigan School of Public Health; Helen Suh, Harvard School of Public Health; Dianne R. Gold, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
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Orientation Data Analysis in Physical Sciences
Dan Nordman, Iowa State University
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Tandem Mass Spectrometry Data Analysis to Map Signaling Pathways and Protein Interaction Network
Yan Zhang, University of Michigan; Hye Kyong Kweon, University of Michigan; Philip Andrews, University of Michigan
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Functional Data Analysis on Longitudinal Tract-Based DTI
Hongbin Gu, The University of North Carolina at Chapel Hill; Spencer Hayss, The University of North Carolina at Chapel Hill
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Software Design for Functional Data with Multi-Index Arguments
James Owen Ramsay, McGill University
8:35 AM
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Functional Data Analysis of the Trends and Predictors of Climate in BC
Simon Joseph Bonner, The University of British Columbia; Nathaniel Kenneth Newlands, Agriculture and Agri-Food Canada; Budong Qian, Agriculture and Agri-Food Canada; Nancy Heckman, The University of British Columbia
8:35 AM
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How Statisticians Can Help Bring on Personalized Medicine
Terence (Terry) Paul Speed, Walter & Eliza Hall Institute of Medical Research
9:00 AM
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A Multilevel Modeling Approach to Investigating Treatment Effect Variability in Randomized Longitudinal Experiments
Joseph Rausch, University of Cincinnati College of Medicine/Cincinnati Children's Hospital
9:15 AM
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Longitudinal Data Analysis: Tackling Dropouts and Those Pesky Outliers
Devan V. Mehrotra, Merck Research Laboratories; Xiaoming Li, Merck Research Laboratories; Jiajun Liu, Merck Research Laboratories
10:50 AM
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Permutation MANOVA for Functional Linear Models and Regionalized Follow-Up Tests
Mark C. Greenwood, Montana State University
10:55 AM
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Nonidentifiable Issues in a Bayesian Cox Cluster Process Model for Functional Neuroimaging Data Analysis
Jian Kang, University of Michigan; Timothy D. Johnson, University of Michigan
10:55 AM
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Estimating the Effect of Covariates on Functional Shape
Kert Viele, University of Kentucky; Robin Cooper, University of Kentucky
11:15 AM
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Detecting Financial Fraud Using Rule Ensembles on Functional Covariates
David G. Whiting, Brigham Young University
11:50 AM
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Functional Embedding in the Discriminant Analysis of Gene Expression Profiles
Ping-Shi Wu, Lehigh University
2:35 PM
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Recent History Functional Linear Models for Sparse Longitudinal Data
Kion Kim, Penn State; Damla Senturk, Penn State
2:35 PM
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Crime Mapping in The Netherlands
Elke Amelie Moons, Statistics Netherlands; Leanne Houben, Statistics Netherlands
2:50 PM
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Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis
Cumhur Yusuf Demirkale, University of Florida; Dan Nettleton, Iowa State University; Tapabrata Maiti, Michigan State University
2:55 PM
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Wednesday, 08/04/2010
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Hierarchical Bayesian Models for Predicting Spatially Correlated Curves
Bani K. Mallick, Texas A&M University
8:35 AM
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Longitudinal Data Analysis with Event Time as a Covariate
Xuewen Lu, University of Calgary; Bin Nan, University of Michigan; Peter Song, University of Michigan; MaryFran Sowers, University of Michigan
9:15 AM
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A Comparison of Two Methods for Analyzing Data from a Methodological Study of Paper-and-Pencil vs. Web-Based Survey Administration: Sample Survey and Group Randomized Trial
Maxine M. Denniston, CDC; Danice K. Eaton, CDC; Sherri L. Pals, CDC
9:15 AM
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Classification of Functional Data: Unsupervised Curve Clustering When Curves Are Misaligned
Laura M. Sangalli, Politecnico di Milano; Piercesare Secchi, MOX - Dipartimento di Matematica, Politecnico di Milano; Simone Vantini, MOX - Dipartimento di Matematica, Politecnico di Milano; Valeria Vitelli, MOX - Dipartimento di Matematica, Politecnico di Milano
9:25 AM
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Automobile Warranty Data Analysis
Jaiwook Baik, Korea National Open University
9:50 AM
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Functional Analysis of Tracted-Based Diffusion Tensors
Hongtu Zhu, The University of North Carolina at Chapel Hill; Martin Styner, The University of North Carolina at Chapel Hill; John H. Gilmore, The University of North Carolina at Chapel Hill
10:35 AM
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Using Agent-Based Models in Statistics and Statistics in Agent-Based Modeling: Examples in Facebook and eBay
William Rand, University of Maryland Robert H. Smith School of Business; Wolfgang Jank, University of Maryland Robert H. Smith School of Business; Michael Trusov, University of Maryland Robert H. Smith School of Business; Wei Guo, University of Maryland Robert H. Smith School of Business
11:05 AM
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Adaptive Fitting of Linear Mixed Effects Models with Correlated Random Effects
Guangxiang George Zhang, State University of New York at Stony Brook; John J. Chen, State University of New York at Stony Brook
11:05 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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Structured Penalties for Generalized Functional Linear Models (GFLM)
Jaroslaw Harezlak, Indiana University School of Medicine; Tim Randolph, Fred Hutchinson Cancer Research Center; Ziding Feng, Fred Hutchinson Cancer Research Center
11:15 AM
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Bayesian Nonparametric Longitudinal Data Analysis with Embedded Autoregressive Structure: Application to Hormone Data
Wesley Johnson, University of California, Irvine; Fernando Quintana, Pontificia Universidad Católica de Chile
2:05 PM
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Bias in Oncology Time-to-Event Data Analysis
Din Chen, Georgia Southern University; Yuhlong Lio, The University of South Dakota; Yibin Wang, Novartis
2:05 PM
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The Number of the Nearest Neighboring Sites in the Local Maximum Algorithm for Identifying Peaks in Mass Spectrometry Data Analysis
Zhiying You, The University of Alabama at Birmingham; Andrzej Kulczycki , The University of Alabama at Birmingham; Sreelatha Meleth , The University of Alabama at Birmingham; Denise Oelschlager , The University of Alabama at Birmingham; William Grizzle , The University of Alabama at Birmingham
2:20 PM
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The Statistical Analysis of Pharmacological fMRI Data, with an Application to a Study of Expectancy-Based Enhancement of Opioid Analgesia
Martin Lindquist, Columbia University; Lauren Atlas, Columbia University; Tor Wager, University of Colorado
2:25 PM
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Reversible Jump MCMC for Parametric Functional Data Models: Changing Models Through Function Space Mappings
David A. Campbell, Simon Fraser University
2:45 PM
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Thursday, 08/05/2010
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A Novel Genome Continuum Model for Sequence-Based Association Studies
Li Luo, The University of Texas School of Public Health; Momiao Xiong, The University of Texas School of Public Health
8:35 AM
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Exploratory Data Analysis on Document Collections
Jeffrey Solka, Naval Surface Warfare Center; Avory Bryant, Navy
8:35 AM
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Conditional Quantile Analysis for Functional Covariates
Kehui Chen, University of California, Davis; Hans-Georg Mueller, University of California, Davis
9:35 AM
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Considerations for Design and Data Analysis of Adaptive Superiority/Noninferiority Cardiovascular Trials
Hui Quan, sanofi-aventis; Mingyu Li, Celgene Corporation; Peng-Liang Zhao, sanofi-aventis; Meehyung Cho, sanofi-aventis; Ji Zhang, Sanofi-Aventis; Yujun Wu, Sanofi-Aventis
10:35 AM
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HARK: A New Approach for Regression with Functional Predictors
Dawn B. Woodard, Cornell University
10:35 AM
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Trajectory of Postpartum Depression Screening Scores
Peter C. Wollan, Olmsted Medical Center; Barbara P. Yawn, Olmsted Medical Center
11:05 AM
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Defining Probability Density for a Distribution of Random Functions
Aurore Delaigle, The University of Melbourne; Peter Hall, The University of Melbourne
11:15 AM
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Principal Trend Ratio Regression: Comparing Nonlinear Longitudinal Trajectories Between Groups via a Ratio of Inter-Period Changes When a Linear Trend Fits Poorly
Robert M Boudreau, University of Pittsburgh
11:20 AM
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Varying-Coefficient Functional Linear Regression
Yichao Wu, North Carolina State University; Jianqing Fan, Princeton University; Hans-Georg Mueller, University of California, Davis
11:35 AM
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High-Dimensional Heteroscedastic Regression with Applications in eQTL Data Analysis
Zhongyin John Daye, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
11:35 AM
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Secondary Phenotype Data Analysis in Case-Control Genomewide Association Studies
Huilin Li, National Cancer Institute; Mitchell H. Gail, National Cancer Institute; Sonja Berndt, National Cancer Institute; Nilanjan Chatterjee, National Cancer Institute
11:50 AM
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