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Sunday, 08/01/2010
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Evaluation of the Effect on Cost and Variances of the Group Quarters Cluster Size
Daniel Sommers, U.S. Census Bureau; Steven Hefter, U.S. Census Bureau
2:25 PM
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Alternating Logistic Regressions for Cluster Trials with Binary Outcomes
John S. Preisser, The University of North Carolina at Chapel Hill; Jamie Perin, The University of North Carolina at Chapel Hill; Beth Reboussin, Wake Forest University School of Medicine
2:35 PM
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A Bayesian Surveillance System for Detecting Clusters of Noninfectious Diseases
Albert Y. Kim, University of Washington
2:35 PM
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Identifying Vulnerable Populations Through an Examination of the Association Between Multipollutant Profiles and Measures of Deprivation
John Molitor, Imperial College, London; Jason Su, University of California, Berkeley; Sylvia Richardson, Imperial College, London; Michael Jerrett, University of California, Berkeley
2:50 PM
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Two-Stage Bridge Model for Binary Responses with Informative Cluster Size
Xiaoyun Li, Florida State University; Dipankar Bandyopadhyay, Medical University of South Carolina; Stuart R. Lipsitz, Brigham and Women's Hospital; Debajyoti Sinha, Florida State University; Debajyoti Sinha, Florida State University
2:50 PM
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Comparing Methods of Estimating Treatment Effects on a Continuous Outcome in Multicenter Randomized Controlled Trials: A Simulation Study
Rong Chu, McMaster University; Lehana Thabane, McMaster University; Jinhui Ma, McMaster University; Eleanor Pullenayegum , McMaster University; Anne Holbrook, McMaster University
3:20 PM
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Nonparametric Bayes Stochastically Ordered Latent Class Models
Hongxia Yang, Duke University; David Dunson, Duke University
4:05 PM
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Informed Bayesian Biclustering of Microarray Data
Lisa Pham, Boston University; Mayetri Gupta, Boston University; Surajit Ray, Boston University; Eric Kolaczyk, Boston University
4:20 PM
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Two-locus Analysis for Genome-wide Association Studies
Shurong Fang, Michigan Technological University; Qiuying Sha, Michigan Technological University
5:20 PM
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Monday, 08/02/2010
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Mode-Based Clustering with Applications to Information Visualization
Jia Li, Penn State; Xiaolong Zhang, Penn State
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Energy Functions for Dimension Reduction and Graph Visualization
Lisha Chen, Yale University
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Application of Fuzzy Clustering and Discriminant Analysis to Identify Neighborhood Population Characteristics and Health Needs
Ashely Pedigo, University of Tennessee; William Seaver, University of Tennessee; Agricola Odoi, University of Tennessee
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The Impact of Small Cluster Size on Multilevel Models: A Monte Carlo Examination of Two-Level Models with Binary and Continuous Predictors
Bethany A. Bell, University of South Carolina; Grant B. Morgan, University of South Carolina; Jeffrey D. Kromrey, University of South Florida; John M. Ferron, University of South Florida
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Grouping Pursuit and Feature Selection Over a Graph
Yunzhang Zhu, University of Minnesota; Xiaotong Shen, University of Minnesota
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Effective Sampling Methodology for Program Evaluation in Developing Countries
Dhuly Chowdhury, RTI International; Karol Krotki, RTI International; Lauren Courtney, RTI International
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Spatial Concentration of Mortality for the Five Leading Causes of Death in the United States, 2004--2006
Jay H. Kim, CDC/NCHS; Joe Fred Gonzalez, Jr., National Center for Health Statistics
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Censoring Circumcision's Effect on HPV Clearance
Xiangrong Kong, Johns Hopkins Bloomberg School of Public Health
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A Model for Multilevel Clustered Data with Informative Cluster Size Using Poisson Distribution
Ana-Maria Iosif, University of California, Davis; Allan Sampson, University of Pittsburgh
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Inference for Clustered Data with Potentially Informative Cluster Size: An Overview
Somnath Datta, University of Louisville; Jaakko Nevalainen, University of Turku; Hannu Oja, University of Tampere
8:35 AM
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Clustering of Time Series
Raja Velu, Syracuse University
8:35 AM
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Mixture Regression Modeling of Next-Generation Sequencing Data
Naim Rashid, The University of North Carolina at Chapel Hill
8:35 AM
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Robust Covariate Control in Cluster-Randomized Trials with MPLUS and WinBUGS
Jiaquan Fan, Westat
9:05 AM
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Handling Missingness and Informative Cluster Sizes When Modeling Prevalence and Force of Infection
Marc Aerts, Hasselt University; Christel Faes, Hasselt University; Niel Hens, Hasselt University; Geert Molenberghs, I-BioStat
9:15 AM
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Logistic Generalized Regression (LGREG) Estimator in Cluster Samples
Timothy Kennel, U.S. Census Bureau
9:20 AM
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Unsupervised MR Brain Images Segmentation Using Fuzzy C-Means Based on Fuzzy Sufficient Dimension Reduction
Han-Ming Wu, Tamkang University
10:50 AM
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Sample Size Requirement in Clustered Matched-Pair Design for Noninferiority Test
Jun-mo Nam, National Cancer Institute
11:20 AM
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A Method for Improving List Building: Cluster Profiling
William Cecere, National Agricultural Statistics Service; Denise Alexandra Abreu, National Agricultural Statistics Service
11:20 AM
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Bayesian Clustering and Sparse Modeling of Interactions in Epidemiology
Amy H. Herring, The University of North Carolina at Chapel Hill; David Dunson, Duke University
2:25 PM
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Extract Communities from Networks
Yunpeng Zhao, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
2:50 PM
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Understanding Diffusion of Innovative Treatments for Kidney Cancer Using Trees
Mousumi Banerjee, University of Michigan
3:05 PM
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Graphically Dependent and Spatially Varying Dirichlet Process Mixtures
Long Nguyen, University of Michigan
3:05 PM
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Tuesday, 08/03/2010
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Detecting Differentially Expressed Genes in Microarray Data by Split-and-Recombine
Dongseok Choi, Oregon Health & Science University; Zhixin Kang, The University of North Carolina at Pembroke; George Tiao, The University of Chicago
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Evaluating Functional Autocorrelation Within Spatially Distributed Neural Processing Networks
Gordana Derado, Emory University; DuBois Bowman, Emory University
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Instrument Variable Analysis of Prostate Cancer Treatments for Clustered Binary Data
Anjun Cao, NovoNordisk; Dirk F. Moore, University of Medicine and Dentistry of New Jersey
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Using GAM_K to Detect Clustering in MI Wood Products Companies
Juan Du, Kansas 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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Modeling and Clustering of Time-Course Data
Alejandro Murua, Université de Montréal
8:35 AM
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Cluster Analysis Investigation of Video Streams and Archives
Brett Amidan, Pacific Northwest National Laboratory; Harold Trease, Pacific Northwest National Laboratory
8:35 AM
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Evolutionary Clustering of SNP Haplotypes for Genomewide Association Studies
Karin S. Dorman, Iowa State University; Wei-Chen Chen, Iowa State University; Ranjan Maitra, Iowa State University
8:55 AM
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Model-Based Semisupervised Clustering
Volodymyr Melnykov, North Dakota State University; Wei-Chen Chen, Iowa State University; Ranjan Maitra, Iowa State University
9:15 AM
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Propensity Score Matching in Randomized Clinical Trials
Zhenzhen Xu, University of Michigan; John David Kalbfleisch, University of Michigan
9:20 AM
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Dynamic Clustering of High-Dimensional Biological Data
Rebecka Jornsten, Chalmers/Gothenburg University; Jose Sanchez Lopez, Chalmers/Gothenburg University
9:25 AM
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Application of Small-Area Estimation Methods to Emergency Department Data from the National Hospital Ambulatory Medical Care Survey
Vladislav M. Beresovsky, National Center for Health Statistics; Cathy Burt, National Center for Health Statistics; Van Parsons, National Center for Health Statistics; Nathaniel Schenker, National Center for Health Statistics
9:35 AM
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Mixture Model Component Trees: A Visualization Tool for Merging Clusters
Rebecca Nugent, Carnegie Mellon University; Nema Dean, University of Glasgow
9:35 AM
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Regularized Gaussian Mixture Modeling with Adaptive Covariance Shrinkage
Hyang Min Lee, Penn State; Jia Li, Penn State
9:55 AM
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Inference for Changes in the Kappa Statistic in Multi-level Clustered Binary Data
Rebecca Roberts Andridge, The Ohio State University
10:35 AM
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A New Estimator of Intraclass Correlation for Clustered Binary Data
Zhen Pang, Nanyang Technological University
10:50 AM
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A Prior Distribution of Bayesian Nonparametrics Incorporating Distances of Various Types
Brian M. Hartman, Texas A&M University; David Dahl, Texas A&M University; Bani K. Mallick, Texas A&M University; Debabrata (Debu) Talukdar, State University of New York at Buffalo
10:50 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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Fuzzy Clustering and Bayesian Model Selection for Peptide/Protein Identification
Soyoung Ryu, University of Washington; Vladimir Minin, University of Washington; Dave Goodlett, University of Washington
11:05 AM
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Hospital Length-of-Stay Modeling by Coxian Phase-Type Regression with Heterogeneity
Xiaoqin Tang, Michigan State University; Zhehui Luo, Michigan State University; Joseph Gardiner, Michigan State University
11:20 AM
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Inference About Clustering and Parametric Assumptions in Variance Covariance Estimation
Mikko Packalen, University of Waterloo; Tony Wirjanto, University of Waterloo
11:20 AM
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Statistical Challenges in Modeling Health Symptoms During Menopausal Transition
Annette Dobson, University of Queensland; Gita Mishra, University of Queensland
11:35 AM
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Thinning Random Forests
Jie Xu, The University of Alabama; J. Brian Gray, The University of Alabama
11:35 AM
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Pointwise Testing of Functional Data
Shubing Wang, Merck & Co., Inc.; Jia Cao , Columbia University
2:20 PM
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Using False Discovery Rates to Determine Cutoffs for Cluster Membership
Johanna Hardin, Pomona College
2:35 PM
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Imputation Strategies for Missing Binary Outcomes in Cluster Randomized Trials
Jinhui Ma, McMaster University; Noori Akhtar-Danesh, McMaster University; Lisa Dolovich, McMaster University; Lehana Thabane, McMaster University
2:35 PM
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Functional Clustering in Nested Designs
Abel Rodriguez, University of California, Santa Cruz; David Dunson, Duke University
2:45 PM
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Multiple Hypothesis Testing by Clustering of Gene Profiles
Leesa Francis Wockner, University of Queensland; Geoffrey J. McLachlan, University of Queensland; Ian Wood, University of Queensland
2:50 PM
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Consistency of Spectral Clustering for the Stochastic Block Model with a Growing Number of Blocks
Karl Greiner Rohe, University of California, Berkeley; Sourav Chatterjee, University of California, Berkeley; Bin Yu, University of California, Berkeley
2:55 PM
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Challenges in the Design of the Canadian Community Health Survey on Healthy Aging
Leon Jang, Statistics Canada; Martin Provost, Statistics Canada; Adam Sherk, Statistics Canada
3:20 PM
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Wednesday, 08/04/2010
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Incorporating Data on Residential History for Disease Mapping
Caroline Jeffery, Harvard School of Public Health; Al Ozonoff, Boston University School of Public Health; Justin Manjourides, Harvard School of Public Health; Marcello Pagano, Harvard School of Public Health
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Threshold-Free Cluster Enhancement (TFCE): Improving Power and Stability of Cluster Size Inference in Brain Imaging
Thomas E. Nichols, University of Warwick
8:35 AM
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Group-Randomized Trials (GRT) in HIV/AIDS Research: How Often Is the Intraclass Correlation Ignored in Design and Analysis?
Ryan E. Wiegand, CDC; Sherri L. Pals, CDC; David Murray, The Ohio State University
8:55 AM
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Assessing the Goodness of Fit of Risk Prediction Rules in a Clustered Data Setting
Bernard Rosner, Harvard Medical School; Weiliang Qiu, Harvard Medical School; MeiLing Ting Lee, University of Maryland
8:55 AM
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Empty K-Means Skill-Set Profile Clustering in Educational Testing
Nema Dean, University of Glasgow; Rebecca Nugent, Carnegie Mellon University; Elizabeth Ayers, University of California, Berkeley
9:05 AM
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A Horvitz-Thompson--Type Estimator of Species Richness
Steen Magnussen, Canadian Forest Service
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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Where Youth Buy Cigarettes: Clustering Patterns and Efficient Design
Christopher Patrick Cummiskey, RTI International; Victoria McNerney, RTI International; Karol Krotki, RTI International
9:35 AM
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Hierarchical Clustering with Prototypes: Minimax Linkage
Jacob Bien, Stanford University; Rob Tibshirani, Stanford University
9:35 AM
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Cluster Detection Using Scan Statistics and Risk Factors for Encephalitis from West Nile Virus Infection
Sarah Baraniuk, The University of Texas Health Science Center at Houston; Kristy Murray, The University of Texas Health Science Center at Houston
9:35 AM
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Interval Estimation of Epidemiological Indices for Data Sampled from Clusters: A Review and an Extension
Tasneem Zaihra, University of New Brunswick; Sudhir Paul, University of Windsor
9:50 AM
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Intensity-Based Estimation of Extreme Loss Event Probability and Value-at-Risk
Kam Hamidieh, Rice University; Stilian Stoev, University of Michigan; George Michailidis, University of Michigan
10:35 AM
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Outcome-Informed Clustering of Gene Expression Profiles
Jessie Jann Hsu, Harvard University; David Schoenfeld, Harvard University; Dianne Finkelstein, Harvard University
10:35 AM
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Variable Selection for Gene Expression Data via Hilbert-Schmidt Independence Criterion
Ali Ghodsi, University of Waterloo
10:50 AM
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Automatic Smoothing Parameter Selection for Nonparametric Function Estimation with Clustered and Longitudinal Data
Jianhua Huang, Texas A&M University; Ganggang Xu, Texas A&M University
11:15 AM
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Determining Differences in Functional Connectivity Using a Combined fMRI/DTI Analysis
DuBois Bowman, Emory University; Shuo Chen, Emory University; Gordana Derado, Emory University
11:35 AM
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Quantitating Significance in Finite Mixture Models and Model-Based Clustering
Ranjan Maitra, Iowa State University; Volodymyr Melnykov, North Dakota State University
11:35 AM
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Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms
Volodymyr Melnykov, North Dakota State University; Ranjan Maitra, Iowa State University
11:55 AM
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Analysis of Long-Period Variable Stars with Nonparametric Tests for Trend Detection
Woncheol Jang, The University of Georgia; Cheolwoo Park, The University of Georgia; Jeongyoun Ahn, The University of Georgia; Martin Hendry, University of Glasgow
2:05 PM
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Bayesian Visual Analytics: A Formal Visual Navigation Scheme
Scotland Leman, Virginia Tech
2:05 PM
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CAUSE-Sponsored Research Clusters
Sterling C. Hilton, Brigham Young University
2:05 PM
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Bayesian Clustering for Failure-Time Data
Gary Rosner, The Johns Hopkins University; Peter Mueller, MD Anderson Cancer Center; Fernando Quintana, Pontificia Universidad Católica de Chile
2:25 PM
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Efficient Exploration of Multiple ChIP-seq and ChIP-chip Data Sets
Hongkai Ji, The Johns Hopkins University
2:35 PM
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Design Effects and Misspecification Effects for Cross-National Comparisons Where Sample Design Varies Between Countries
Olena Kaminska, University of Essex; Peter Lynn, University of Essex
2:45 PM
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Estimation of Spatio-Temporal Relative Animal Density from Line Transect Data with Clustering and Censoring
Geof Givens, Colorado State University
2:45 PM
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Semiparametric Pseudo-Maximum-Likelihood Estimation Exploiting Gene-Environment Independence for Population-Based Case-Control Studies with Complex Sampling
Barry I. Graubard, National Cancer Institute; Yan Li, The University of Texas at Arlington
2:55 PM
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Clustering with Exclusion Zones: Genomic Applications
Mark Segal, University of California, San Francisco
3:05 PM
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Bispectral-Based Methods for Clustering Nonlinear Time Series
Jane L. Harvill, Baylor University; Nalini Ravishanker, University of Connecticut; Bonnie Kathryn Ray, IBM T.J. Watson Research Center
3:25 PM
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Thursday, 08/05/2010
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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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Integrative Clustering of Multiple Genomic Data Types Using a Regularized Joint Latent Variable Model
Ronglai Shen, Memorial Sloan-Kettering Cancer Center; Adam B. Olshen, University of California, San Francisco; Sijian Wang, University of Wisconsin-Madison
9:00 AM
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Modeling Intraclass Correlation in the Design of Cluster-Randomized Trials with Binary Outcomes
Catherine M. Crespi, University of California, Los Angeles; Weng Kee Wong, University of California, Los Angeles
9:15 AM
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Classification of Long Memory Processes: A Simulation Study
Ritaja Sur, University of Maryland; Benjamin Kedem, University of Maryland
9:20 AM
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Distance-Based Probability Distributions on Set Partitions for Bayesian Nonparametric Models
David Dahl, Texas A&M University; Ryan Day, University of the Pacific; Jerry Tsai, University of the Pacific
9:25 AM
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Estimation and Model Selection in a Class of Semiparametric Models for Longitudinal Data
Jialiang Li, National University of Singapore
9:35 AM
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Model-Based Clustering for RNA-Seq Data
Yaqing Si, Iowa State University; Peng Liu, Iowa State University
9:35 AM
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Evaluating Alternative Criteria for Primary Sampling Units Stratification
Khandaker Mansur, U.S. Census Bureau; Benjamin Reist, U.S. Census Bureau; Patrick Flanagan, U.S. Census Bureau
9:35 AM
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Identifying General-Shaped Clusters Using the k-Means Algorithm
Anna D. Peterson, Iowa State University; Ranjan Maitra, Iowa State University; Arka Ghosh, Iowa State University
9:35 AM
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Anomaly Detection Using Fusion of Graph Invariants on a Time Series of Graphs
Youngser Park, The Johns Hopkins University; Carey E. Priebe, The Johns Hopkins University; Abdou Youssef, The George Washington University
9:50 AM
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Inverse Probability Weighting for Clustered Nonresponse
Chris Skinner, University of Southampton
10:35 AM
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Distribution of Statistics of h-GAP Clusters for a Collection of Words
Deidra Andrea Coleman, North Carolina State University; Donald E.K. Martin, North Carolina State University
10:35 AM
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Identifying Groups: A Comparison of Segmentation Methodologies
Sam Woolford, Bentley University; Abdolreza Eshghi, Bentley University; Dominique Haughton, Bentley University; Pascal Legrand, Group ESC-Clermont-CRCGM; Maria Skaletsky, Bentley University
10:50 AM
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Use of Propensity Weights and Categories in a Two-Stage Survey
Pedro Saavedra, ICF Macro; Martin Wulfe, ICF Macro; Daniel Geller, ICF Macro; Lee Harding, ICF Macro; Sheku Kamara, U.S. Department of Agriculture; Ted Macaluso, U.S. Department of Agriculture
10:50 AM
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An Evaluation of Housing Unit and Block Cluster Effects on Small-Area Census Coverage Variability in the 2006 Census Test
Donald Malec, U.S. Census Bureau
11:00 AM
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Spatial Scan Statistics with Overdispersion
Tonglin Zhang, Purdue University
11:15 AM
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Partitioning of Functional Data for Understanding Heterogeneity in Psychiatric Conditions
Eva Petkova, New York University
11:25 AM
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Model Selection of Correlation Structure for Clustered Data
Jianhui Zhou, University of Virginia; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign
11:35 AM
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Assessing Clusterability in a Model-Based Framework
Ewa Nowakowska, GfK Polonia
11:50 AM
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Bayesian Three-Dimensional Random-Shape Spatial Clustering
Timothy D. Johnson, University of Michigan; Jian Kang, University of Michigan
12:05 PM
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