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Sunday, 08/01/2010
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Limit Theory for Multivariate Shape Constraints: Partial Results, Open Problems, and Conjectures
Jon A. Wellner, University of Washington
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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Robust Group Lasso
Ji Young Kim, Mount Holyoke College
2:05 PM
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Slice Sampling with Adaptive Multivariate Steps: The Shrinking-Rank Method
Madeleine Thompson, University of Toronto; Radford Neal, University of Toronto
2:05 PM
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The Gap Bootstrap
Clifford Spiegelman, Texas A&M University; Soumendra Nath Lahiri , Texas A&M University; Justice Appiah , Nebraska Transportation Center; Laurence Rilett, Nebraska Transportation Center
2:05 PM
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Saddlepoint-Based Bootstrap Inference for Multivariate Quadratic Estimating Equations
Robert Paige, Missouri University of Science and Technology; A. Alexandre Trindade, Texas Tech University
3:05 PM
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LASSO-Patternsearch for Multivariate Bernoulli Observations with Applications
Bin Dai, University of Wisconsin-Madison; Stephen Wright, University of Wisconsin-Madison; Xiwen Ma, University of Wisconsin-Madison; Grace Wahba, University of Wisconsin-Madison
3:05 PM
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Divergence-Based Methods for Multivariate Association Studies
T.N. Sriram, The University of Georgia
3:05 PM
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Combining Indirect Evidence or Evidence from Independent Sources
Ingram Olkin, Stanford University
4:05 PM
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Investigating Dependence in Multivariate Time Series
Hernando Ombao, Brown University; Mark Fiecas, Brown University; Cristina Gorrostieta, Brown University
4:05 PM
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Value-Added Assessment Models with Continuous and Categorical Responses
Sharon Lohr, Arizona State University; Jennifer Broatch, Arizona State University
4:05 PM
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Hierarchical Spatial Models for Predicting Forest Variables Over Large Heterogeneous Domains
Sudipto Banerjee, University of Minnesota; Andrew Finley, Michigan State University
4:30 PM
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Recent Developments in Multivariate Survival Analysis
Lei Xu, University of Washington; Ross L. Prentice, Fred Hutchinson Cancer Research Center
4:30 PM
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Visualizing Agricultural Data at the National Agricultural Statistics Service: The Current State of the Art
Irwin Anolik, National Agricultural Statistics Service
4:35 PM
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Semiparametric Additive Mixed Effect Model for Multivariate Failure Time Data
Jianwen Cai, The University of North Carolina at Chapel Hill
4:55 PM
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GGally: A Plot Matrix for All Variable Types
Barret E. Schloerke, Iowa State University; Dianne Cook, Iowa State University; Hadley Wickham, Rice University; Heike Hofmann, Iowa State University
5:05 PM
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A Tour GUI Using gWidgets
Bei Huang, Iowa State University; Dianne Cook, Iowa State University
5:20 PM
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Monday, 08/02/2010
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A Comparative Study of Variable Screening Methods: Univariate vs. Multivariate Screening
Cong Liu, The Ohio State University; Tao Shi, The Ohio State University; Yoonkyung Lee, The Ohio State University
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Erosion Prediction with USLE and RUSLE2
Yang Li, Iowa State University
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Interrelating of Longitudinal Processes: An Empirical Example
Tamika Y.N. Royal-Thomas, Florida State University; Daniel McGee, Florida State University; Debajyoti Sinha, Florida State University; Clive Osmond, Medical Research Council Epidemiology Resource Centre; Terrence Forrester, Tropical Medicine Research Institute
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Analysis of Multidimensional Profiles with Small Sample Sizes Using Nonparametric Methods and U-Scores
Margo Sidell, Tulane University; Leann Myers, Tulane University
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Risk Analysis in a Multivariate World
Xunguo Lin, CSIRO; Simon Christopher Barry, CSIRO; Vijay Satyal, Oregon Department of Energy
8:35 AM
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Matern Cross-Covariance Functions for Multivariate Random Fields
Tilmann Gneiting, Heidelberg University; William Kleiber, University of Washington; Martin Schlather, University of Goettingen
8:35 AM
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Regularization Approach to Nonparametric Estimation in Multivariate Mixtures
Michael Levine, Purdue University; David Hunter, Penn State; Didier Chauveau, Université d'Orléans
8:55 AM
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Cross-Covariance Functions for Multivariate Random Fields Based on Latent Dimensions
Marc Genton, Texas A&M University; Tatiyana Apanasovich, Thomas Jefferson University
8:55 AM
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Nonparametric Cross Covariogram for Multivariate Geostatistics
Hao Zhang, Purdue University
9:15 AM
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A Multivariate Penalized Regression Method for eQTL Mapping
Ting-Huei Chen, The University of North Carolina at Chapel Hill; Wei Sun, The University of North Carolina at Chapel Hill; Fred Wright, The University of North Carolina at Chapel Hill
9:20 AM
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Multivariate Longitudinal Bayesian Imputation for Global Statistical Test, with Applications to Parkinson's Disease
Sheng Luo, The University of Texas School of Public Health; Andrew Lawson, Medical University of South Carolina; Jordan J. Elm, Medical University of South Carolina; Barbara C. Tilley, The University of Texas Health Science Center at Houston
9:20 AM
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Sparse Multivariate Regression with Covariance Estimation
Adam Rothman, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
9:35 AM
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Contact Histories from the Survey of Grouped Individuals: Multivariate Multilevel Survival Analysis of Grouped Censored Data with Competing Risks
Hiroaki Minato, NORC
9:50 AM
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Nonparametric Weighted Log-Rank Tests for Comparing Multivariate Distributions
Xiaoru Wu, Columbia University; Zhiliang Ying, Columbia University; Tian Zheng, Columbia University
10:35 AM
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Modeling Bond-Trading Behavior Using a Zero-Inflated Multivariate Poisson
Bonnie Kathryn Ray, IBM T.J. Watson Research Center; Sarah Thomas, Rice University; Katherine Bennett Ensor, Rice University
10:35 AM
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Extension of Max-Id Copula to Longitudinal Couple-Based Binary Data
Seunghee Baek, University of Pennsylvania
10:50 AM
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Multivariate Spatial Factor Analysis Using Gaussian Predictive Processes
Qian Ren, University of Minnesota; Sudipto Banerjee, University of Minnesota
10:50 AM
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The Complexities of a Multivariate Power Analysis: Possible Finite Solutions to an Infinite Problem
Kathryn Mary Irvine, Montana State University; Daniel Sarr, Klamath Network - National Park Service; Eric Dinger, Klamath Network - National Park Service
10:55 AM
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Stability Analysis of Double Multivariate EWMA Controller Under Dynamic Models
Chien-Hua Lin, Providence University; Sheng-Tsaing Tseng, National Tsing-Hua University
11:05 AM
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Dynamic Correlation Structures in Factor Multivariate Stochastic Volatility Models
Yu-Cheng Ku, North Carolina State University; Peter Bloomfield, North Carolina State University
11:05 AM
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Spatial Multinomial Regression Models for the Analysis of Land Cover Data
Jun Zhu, Colorado State University; Chongyang Jin, University of Wisconsin-Madison; Stephan Sain, National Center for Atmospheric Research; Michelle M. Steen-Adams, University of New England
11:15 AM
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Spatial Multivariate Design in the Plane
Jie Li, Eli Lilly and Company; Dale Zimmerman, The University of Iowa
11:20 AM
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A Stochastic Partitioning Method to Associate High-Dimensional Data Sets
Mahlet G. Tadesse, Georgetown University; Stefano Monni, Weill Cornell Medical College
11:35 AM
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Testing the Product of Slopes in Related Regressions
Christopher H. Morrell, Loyola University Maryland; Veena Shetty, MedStar Research Institute ; Terry Phillips, National Institute on Aging; Thiruma Arumugam, National Institute on Aging; Mark Mattson, National Institute on Aging; Ruiqian Wan, National Institute on Aging
11:35 AM
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Multivariate Tobit Analysis of Test-Score Ceiling Effects
Yan Yang, Arizona State University
11:35 AM
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Novel Methodologies for Gene Network Interaction Analysis and Network Modeling with Applications to Cancer Research and Cardiovascular Disease
Bala Rajaratnam, Stanford University; Sang-Yun Oh, Stanford University
11:50 AM
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Predicting Renal Graft Failure Using Multivariate Longitudinal Profiles
Geert Verbeke, I-Biostat; Steffen Fieuws, I-BioStat
2:05 PM
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Nonparametric Multiple Comparison Procedures for Unbalanced Designs
Xin Gao, York University
2:05 PM
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Functionals of Order Statistics and Their Multivariate Concomitants for Stationary Time Series
Ba Manh Chu, Carleton University; Kim P. Huynh, Indiana University; David T. Jacho-Chavez, Indiana University
2:20 PM
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Prediction of Individual Long-Term Outcomes from a Multivariate Cure-Mixture Frailty Model
Yimei Li, University of Pennsylvania; Daniel F. Heitjan, University of Pennsylvania; E. Paul Wileyto, University of Pennsylvania
2:30 PM
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Extracting U.S. Credit Cycle Using Dynamic Linear Model
Jie Chen, Bank of America; Agus Sudjianto, Bank of America
2:35 PM
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An Assessment of Imputation Methods for the USDA's Agricultural Resource Management Survey
Sujit Kumar Ghosh, North Carolina State University; Barry Goodwin, North Carolina State University; Joshua D. Habiger, National Agricultural Statistics Service/National Institute of Statistical Sciences; Timothy Paul Keller, National Agricultural Statistics Service; Darcy Miller, National Agricultural Statistics Service; Michael Robbins, National Institute of Statistical Sciences; Kirk White, National Agricultural Statistics Service
2:45 PM
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Bayesian Joint Model of Multivariate Ordinal Data with Competing Risks Survival Time
Pulak Ghosh, Indian Institute of Management, Bangalore
3:05 PM
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Tuesday, 08/03/2010
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Graphical Models for Spatial Data: Interpretations and Estimation
Alix I. Gitelman, Oregon State University; Kathryn Mary Irvine, Montana State University; Xuan Che, Oregon State University
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Testing for Monotonic Changes in Multivariate Gene Expression Distributions
Heng Wang, Iowa State University; Dan Nettleton, Iowa State University
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R Package MARSS: Ecological Applications of Multivariate State Space Models
Kellie Wills, University of Washington
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WITHDRAWN: Comparison of Some Dimension-Reduction Techniques in Multivariate Nonstationary Time Series: A Case Study
Yennyfer Johana Feo , Universidad Nacional de Colombia
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Variable Selection in High-Dimensional Distributions Using Multivariate Permutation Testing Procedures
Megan Christina Orr, Iowa State University; Peng Liu, Iowa State University; Dan Nettleton, Iowa State University
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Achieving Accurate Computation in Bayesian Scale-Usage Models
Chris Hans, The Ohio State University; Greg Allenby, The Ohio State University; Peter F. Craigmile, The Ohio State University; Ju Hee Lee, The Ohio State University; Steven MacEachern, The Ohio State University; Xinyi Xu, The Ohio State University
8:35 AM
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Remarks on the Test of Multivariate Normality by Union Intersection Principle
Chun-Chao Wang, National Taipei University; Yi-Ting Hwang, National Taipei University
8:50 AM
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Autocontour-Based Evaluation of Out-of-Sample Density Forecasts
Emre Yoldas, Bentley University; Gloria Gonzalez-Rivera, University of California, Riverside
8:50 AM
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Tolerance Factors in Multiple and Multivariate Linear Regressions
Sumona Mondal, Clarkson University; Kalimuthu Krishnamoorthy, University of Louisiana at Lafayette
9:05 AM
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Estimating Colorectal Cancer Screening in the Presence of Missing Data in a Population with a Resistant Subset and Multiple Observations
Yolanda Cecile Hagar, University of California, Davis; Laurel Beckett, University of California, Davis; Danielle Harvey, University of California, Davis School of Medicine; Joshua Fenton, University of California, Davis School of Medicine
9:05 AM
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Extending the Multivariate Probit Model to Accomodate Spatial Data
Aline Tabet, The University of British Columbia
9:15 AM
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Reference and Prediction Regions in Medical and Pharmaceutical Research
Robb Muirhead, Statistical Scientist
9:25 AM
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Partial Envelopes: A Focused Method for Efficient Estimation in Multivariate Linear Regression
Zhihua Su, University of Minnesota; Ralph Dennis Cook, University of Minnesota
9:35 AM
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Classification and Regression Tree Analysis as an Alternative for Multivariate Regression Modeling: An Application to Medical Device Trials
Jian Huang, Boston Scientific Corporation
9:35 AM
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Extending the GLM for Analyzing fMRI Data to a Constrained Multivariate Regression Model
Rajesh Ranjan Nandy, University of California, Los Angeles
9:35 AM
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Integrative Statistical Methodology for Metabolomics
Francoise Seillier-Moiseiwitsch, Georgetown University Medical Center; Valeriy Korostyshevskiy, Georgetown University Medical Center; Paul Kennedy, Georgetown University Medical Center
9:55 AM
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Principal Components Analysis for Multivariate Point Processes
Victor Solo, University of New South Wales; Ahmed Pasha, University of New South Wales
10:50 AM
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Mars Geochemical Analysis by Multivariate Analysis
Samuel M. Clegg, Los Alamos National Laboratory; Olivier Forni, Centre d'Etude Spatiale des Rayonnements; M. Darby Dyar, Mount Holyoke; Roger C. Wiens, Los Alamos National Laboratory; Sylvestre Maurice, Centre d'Etude Spatiale des Rayonnements
11:05 AM
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Multivariate Zero-Inflated Bayesian Spatial Model
Chong He, University of Missouri; Jing Zhang, Miami University
11:25 AM
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DD-Classifiers: New Nonparametric Classification Procedures
Regina Liu, Rutgers University; Jun Li, University of California, Riverside; Juan A. Cuesta-Albertos, University of Cantabria
11:35 AM
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A Reexamination of Daily Temperature Data
David James Thomson, Queen's University
11:50 AM
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Two-Phase Study: Application to Gene-Environmental Interaction
Jaeil Ahn, University of Michigan; Bhramar Mukherjee, University of Michigan
2:05 PM
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Multivariate Dyadic Regression Trees for Sparse Learning Problems
Han Liu, Carnegie Mellon University; Xi Chen, Carnegie Mellon University
2:05 PM
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Nonparametric Tolerance Region/Envelope and Applications
Wei Li, Rutgers University; Regina Liu, Rutgers University; Minge Xie, Rutgers University
2:20 PM
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Detection of Differentially Expressed Groups of Genes Using a Multivariate Test Statistic in a Partially Paired Microarray Data Set
Byung Soo Kim, Yonsei University; Johan Lim, Seoul National University; Jayeon Kim, Yonsei University; Sang-Cheol Kim, Yonsei University; Donghyeon Yu, Seoul National University; Kyunga Kim, Seoul National University
2:30 PM
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Wednesday, 08/04/2010
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Improved Portmanteau Diagnostic Test for Multivariate Time Series Using Monte-Carlo Techniques
Esam Mahdi, The University of Western Ontario; A. Ian McLeod, The University of Western Ontario
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A Practical Approach for Removing Multiple Outliers Using the T-Square Statistic
John C. Young, Retired; Robert L. Mason, Southwest Research Institute; Youn-Min Amanda Chou, The University of Texas at San Antonio
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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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Using Stepwise Discriminant Analysis as a Post-Hoc Procedure to a Significant Hotelling's T2 Control Chart
Emily Pollock, University of Northern Colorado; Jay R. Schaffer, University of Northern Colorado
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A Small-Area Approach to Construct Candidate Lists of Sites for Possible Improvements
Kristian Schmidt, Iowa State University; Alicia Carriquiry, Iowa State University
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Graphical Display of the Multivariate Analysis of Metagenomes
Barbara Ann Bailey, San Diego State University
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Novel Methodologies for Gene Network Interaction Analysis
Sang-Yun Oh, Stanford University; Bala Rajaratnam, Stanford University
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GLR Control Chart for Monitoring the Mean Vector of Multivariate Normal Process
Sai Wang, Virginia Tech
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A Nonparametric Change Point Model for Multivariate Phase II Statistical Process Control
Mark David Holland, University of Minnesota; Douglas Hawkins, University of Minnesota
8:35 AM
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A Multivariate Control Chart Increases in Process Dispersion
Chia-Ling Yen, National Chiao Tung University; Jyh-Jen Horng Shiau, National Chiao Tung University
8:50 AM
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Monitoring the Economy: An Application of Multivariate Real-Time Signal Extraction
Marc Wildi, Zurich University of Applied Sciences
8:55 AM
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Inferring Likelihoods and Climate System Characteristics from Climate Models and Spatio-Temporal Tracer Data
K. Sham Bhat, Penn State; Murali Haran, Penn State; Klaus Keller, Penn State; Roman Tonkonojenkov, Penn State
9:05 AM
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Combining Information on Adjuvant Cancer Therapies from Multiple Sources to Correct Misreporting
Yulei He, Harvard Medical School; Alan Zaslavsky, Harvard Medical School
9:05 AM
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Multi-Objective Evolutionary Algorithms for Multivariate Optimal Allocation
Charles D. Day, IRS
9:05 AM
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Regularization for Stationary Multivariate Time Series
Yan Sun, University of Cincinnati; Xiaodong Lin, Rutgers University
9:05 AM
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Consistency in Multidivariate Convex Regression
Emilio Francisco Seijo, Columbia University; Bodhisattva Sen, Columbia University
9:15 AM
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Cause-Specific Association Measures for Multivariate Competing Risks Data
Yu Cheng, University of Pittsburgh; Hao Wang, University of Pittsburgh
9:15 AM
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Multivariate Extensions of Population Bioequivalence: Comparison of Measures
Bassam A. Dahman, Virginia Commonwealth University; Viswanathan Ramakrishnan, Virginia Commonwealth University
9:20 AM
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Multivariate Imputation Methods for Agricultural Resource Management Survey (ARMS) Data
Sujit Kumar Ghosh, North Carolina State University; Michael Robbins, National Institute of Statistical Sciences; Joshua D. Habiger, National Agricultural Statistics Service/National Institute of Statistical Sciences; Darcy Miller, National Agricultural Statistics Service
10:35 AM
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Bayesian Partition Models for Detecting Interactions
Jun Liu, Harvard University
10:35 AM
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Empirical Evaluation of Methods for Predicting Cancer Incidence and Mortality in Canada
Michael Otterstatter, Public Health Agency of Canada; Lin Xie, Public Health Agency of Canada
10:35 AM
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Multivariate t Linear Mixed Models with AR(p) Errors for Multiple Longitudinal Data
Wan-Lun Wang, National Central University, Taiwan; Tsai-Hung Fan, National Central University, Taiwan
10:50 AM
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Bayesian Models on Species Richness of Fish in the Gulf of Maine
Xia Wang, National Institute of Statistical Sciences; Ming-Hui Chen, University of Connecticut; Dipak K. Dey, University of Connecticut; Chiu-Yen Kuo, University of Connecticut
10:50 AM
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Statistical Power for Genome-Wide Association Analysis of Case-Control Studies on Rare Serious Adverse Drug Reactions
Wencan Zhang, Takeda Global Research & Development Center, Inc.; Tatsuya Ando, Takeda Pharmaceutical Company Limited; Robert Dillard, Takeda Global Research & Development Center, Inc.; Leonardo Sahelijo, Takeda Global Research & Development Center, Inc.; Shyh-yuh Liou, Takeda Pharmaceutical Company Limited; Hiroyoshi Toyoshiba, Takeda Pharmaceutical Company Limited
10:50 AM
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Tail Order and Intermediate Tail Dependence of Multivariate Copulas
Lei Hua, The University of British Columbia; Harry Joe, The University of British Columbia
11:20 AM
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Reduced-Rank Stochastic Regression with a Sparse Singular-Value-Decomposition: Modeling Larval Drift Effects on Cod Population Dynamics as a Case Study
Kun Chen, The University of Iowa; Kung-Sik Chan, The University of Iowa; Nils Christian Stenseth, Centre for Ecological and Evolutionary Synthesis
11:50 AM
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On Obtaining Affine Equivariance or Invariance of Multivariate Statistics, with Application to Quantile and Outlyingness Functions
Robert Serfling, The University of Texas at Dallas
2:05 PM
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Regularization, Sparsity, and Rank Restrictions in High-Dimensional Regression
Alan Julian Izenman, Temple University
2:05 PM
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Multivariate Modeling of Longitudinal Health Care Costs and Time-to-Event Data in Matched Pairs
An Creemers, Universiteit Hasselt; Marc Aerts, Hasselt University; Niel Hens, Hasselt University; Ziv Shkedy, Universiteit Hasselt; Frank De Smet, National Alliance of Christian Mutualities; Philippe Beutels, Universiteit Antwerpen
2:20 PM
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Theory and Applications for Multivariate Spacings Based on Data Depth
Jun Li, University of California, Riverside; Regina Liu, Rutgers University; Juan A. Cuesta Albertos, University of Cantabria
2:30 PM
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Bias Correction in the Hierarchical Likelihood Approach to the Analysis of Multivariate Survival Data
Jihyoun Jeon, Fred Hutchinson Cancer Research Center; Li Hsu, Fred Hutchinson Cancer Research Center; Malka Gorfine, Technion - Israel Institute of Technology
2:50 PM
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Modeling Nested Multivariate Longitudinal Count Data with Application to HIV Behavioral Intervention
Yuda Zhu, University of California, Los Angeles; Robert E. Weiss, University of California, Los Angeles School of Public Health
3:05 PM
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From Multiple Output Quantiles to Signed Ranks: A New Multivariate Probability Integral Transformation
Marc Hallin, Université Libre de Bruxelles
3:20 PM
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Thursday, 08/05/2010
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Estimating and Testing the Blocked Compound Symmetry Covariance Structure for Doubly Multivariate Data
Anuradha Roy, The University of Texas at San Antonio; Ricardo Leiva, Universidad Nacional de Cuyo
8:35 AM
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Multivariate Nonparametric Two-Sample Tests for Mixed Outcomes
Denis Larocque, HEC Montreal; Jaakko Nevalainen, University of Turku; Hannu Oja, University of Tampere
8:35 AM
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Maximizing the Longitudinal Rate of Change with Multiple Outcome Measures to Improve the Design of Clinical Trials on Alzheimer's Disease
Chengjie Xiong, Washington University
8:35 AM
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Voxelwise Analysis of Imaging Response to Therapy in Neurooncology
Mengye Guo, Dana-Farber Cancer Institute; Jeffrey Yap, Dana-Farber Cancer Institute; Annick D. Van den Abbeele, Dana-Farber Cancer Institute; Nancy U. Lin, Dana-Farber Cancer Institute; Armin Schwartzman, Harvard School of Public Health
8:35 AM
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Parametric vs. Nonparametric Approach for Interval Estimators of Multivariate Ranking Parameters
Livio Corain, University of Padova; Rosa Arboretti, University of Padova
8:50 AM
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Bias Reduction for High-Dimensional Multivariate Data
Siamak Noorbaloochi, VA Medical Center, Minneapolis; David Nelson, VA Medical Center, Minneapolis
10:35 AM
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Default Bayesian Analysis for Hierarchical Spatial Multivariate Models
Sarat C. Dass, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
10:55 AM
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Analysis of Discrete Choice Models with Latent Variable in Unobserved Component of Utility
Woosuk Kim, University of Cincinnati; Seongho Song, University of Cincinnati; Young Seuk Cho, Pusan National University
11:05 AM
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Marginally Conditional Autoregressive Distributions for Misaligned Regions
Chester Lee Schmaltz, University of Missouri; Dongchu Sun, University of Missouri
11:15 AM
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