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Sunday, 08/01/2010
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Multicriteria Prioritization and Partial Order in Environmental Statistics
Rainer Brüggemann, Leibniz Institute for Freshwater Ecology and Inland Fisheries; Ganapati P. Patil, Penn State
2:05 PM
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Bayesian Modeling of Smoking Exposure During Pregnancy
Vanja Dukic, The University of Chicago
2:05 PM
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Modeling Dependence in Reverse Phase Protein Arrays
Donatello Telesca, University of California, Los Angeles; Peter Muller, MD Anderson Cancer Center; Yuan Ji, MD Anderson Cancer Center
2:25 PM
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Modeling Latent Effects in Space-Time Small-Area Health Data
Andrew Lawson, Medical University of South Carolina
2:35 PM
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A Semiparametric Bayesian Approach for Modeling Ordinal Survey Data
Saman Muthukumarana, Simon Fraser University; Tim B. Swartz, Simon Fraser University
2:35 PM
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Skew-Elliptical Spatial Random-Effect Modeling for Areal Data with Application to Mapping Health Utilization Rates
Farouk Salim Nathoo, University of Victoria; Pulak Ghosh, Indian Institute of Management, Bangalore
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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Analysis and Modeling of Elk Brucellosis Prevalence in the Greater Yellowstone Ecosystem
Pritam Gupta, University of Wyoming; Jarrett J. Barber, University of Wyoming; William Hank Edwards, Wyoming Game and Fish Department; Lance Waller, Emory University; Kiona Ogle, University of Wyoming
2:50 PM
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Variable Selection via the Lasso-Type Regularization for Structural Equation Models
Kei Hirose, Kyushu University; Sadanori Konishi, Kyushu University
2:50 PM
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Modeling Adverse Birth Outcomes Through a Factor Model for Bayesian Quantile Regression
Lane F. Burgette, Duke University; Jerome P. Reiter, Duke University
2:50 PM
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Network--Specific Computer Traffic Modeling and Prediction
Joel Vaughan, University of Michigan; Stilian Stoev, University of Michigan; George Michailidis, University of Michigan
2:50 PM
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Predicting Long-Horizon Returns Using Historical Volatility: Statistical Significance and Modeling
Natalia Sizova, Rice University
2:50 PM
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Smoke Plume Estimation from Satellite Images
Charmaine Dean, Simon Fraser University; Victoria Wan, Simon Fraser University; John Braun, The University of Western Ontario; Sarah Henderson, The University of British Columbia
3:05 PM
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Beetles, Beetles, Everywhere Beetles: Spatial-Temporal Modeling of Outbreaks of Mountain Pine Beetle
Brian Aukema, Canadian Forest Service/Natural Resources Canada; Yanbing Zheng, University of Kentucky
3:05 PM
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A Single Test Derived from Modeling Biological Heterogeneity of Multiple Serum Biomarkers via Mixture Models Using Bayesian Inference
Eric A. Macklin, MGH Biostatistics Center; Ying Zhou, MGH Biostatistics Center; Trenton C. Pulsipher, MGH Biostatistics Center; Steven James Skates, Massachusetts General Hospital
3:05 PM
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Is It Rare or Common? A Coalescent Tree Approach to Identify the Genetic Types of Variants Underlying Complex Diseases
Kaustubh Adhikari, Harvard University; Christoph Lange, Harvard School of Public Health
3:20 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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Statistical Modeling of Tumor Regrowth and the Assessment of Drugs Synergy in Animal Experiments
Eugene Demidenko, Dartmouth Medical School
4:05 PM
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Modeling the Dynamics of Corporate Credit Ratings: Estimating Ratings Transitions
Terri Anna Johnson, North Carolina State University; Meghan Rachel Kent, North Carolina State University
4:20 PM
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Simulation of Risk of Codling Moth Establishment from Imported Apples
Eleanor Shannon Neeley, Brigham Young University
4:20 PM
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Flexible Distribution Modeling and Efficient Test Effort Allocation in Inkjet Pen Development
Robert O'Donnell, Hewlett-Packard
4:20 PM
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Using Performance on the Job to Inform Teacher Tenure Decisions
Dan Goldhaber, University of Washington; Michael Hansen, The Urban Institute
4:25 PM
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Exposure-Response Modeling Approach for Assessing QT Effect in 'Thorough' QT/QTc Studies
Balakrishna Sadashiv Hosmane, Northern Illinois University; Charles Locke, Abbott Laboratories; Yi-Lin Chiu, Abbott Global Pharmaceuticals Research and Development
4:45 PM
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Modeling Networks When Data Are Missing or Sampled
Mark Stephen Handcock, University of California, Los Angeles; Krista J. Gile, Nuffield College
4:45 PM
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Assessing the Causal Effect of Treatment Dosages in the Presence of Self-Selection
Xin Gao, University of Michigan; Michael R. Elliott, University of Michigan
5:05 PM
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Variance Modeling in the U.S. Small Area Income and Poverty Estimates Program (SAIPE)
Sam Hawala, U.S. Census Bureau; Parthasarathi Lahiri , University of Maryland
5:05 PM
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Monday, 08/02/2010
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Joint Modeling of Epigenetic Data, Transcription Factor Binding Data, and Expression Data
Guanghua Xiao, UT Southwestern Medical Center
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Modeling Hierarchical Structure of Complex Data from a Network of Drug Treatment Programs
Carrie J. Tillotson, Oregon Health & Science University; Dongseok Choi, Oregon Health & Science University; KIm Hoffman, Oregon Health & Science University; Dennis McCarty, Oregon Health & Science University
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Innovations in Spatiotemporal Analysis for Renewable Energy Research
Alexander Kolovos, SAS Institute
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Bayesian Modeling for Space-Time Surveillance of Disease
Andrew Lawson, Medical University of South Carolina
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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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Modeling Menstrual Cycle Length at the Approach of Menopause Using Bayesian Changepoint Models
Xiaobi Huang, University of Michigan; Michael R. Elliott, University of Michigan
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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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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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Bayesian Mixed Hidden Markov Models (BMHMM): A Multilevel Approach to Modeling Childhood Asthma
Yue Zhang, University of Southern California; Kiros Berhane, University of Southern California
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Does an MLB Team's Disabled List Influence Their Performance in the Post Season?
I. Elaine Allen, Babson College; Julia E. Seaman, Genentech
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A Simulation Study to Evaluate Dose-Response in Dose-Titration Clinical Trials: A Dynamic Linear Mixed Effect (DLME) Modeling Approach
Xu Steven Xu, Johnson & Johnson; Min Yuan, Fudan University, China; Julia Wang, Johnson & Johnson; Partha Nandy, Johnson & Johnson
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Survival Methods for Modeling the Time to Drop-Out in Pain Studies
Tilda Chuang, Abbott Laboratories; Wei Liu, Abbott Laboratories ; Sandeep Dutta, Abbott Laboratories
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WITHDRAWN: Functional Mixed-Effects Modeling of Electroencephalographic (EEG) Data
Shubhankar Ray, Merck & Co., Inc.
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Issues of Data Capacity and Statistical Quality to Support Health Care Modeling and Microsimulation Efforts
Joel Cohen, AHRQ
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Modeling and Inference for Interaction Processes for Unions of Discs
Jesper Møller, Aalborg University
8:35 AM
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A Nonparametric Wavelet-Based Approach to Modeling the Genetic Diversity of Influenza A Through Time
Jennifer Aileen Tom, University of California, Los Angeles; Marc Suchard, University of California, Los Angeles; Janet Suzanne Sinsheimer, University of California, Los Angeles
8:35 AM
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Statistical Graphics of Pearson Residuals in Survey Logistic Regression Diagnosis
Stanley S. Weng, National Agricultural Statistics Service
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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Modeling Marketing Data with Collinear Data
Joseph Retzer, MarketTools Inc.
8:50 AM
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Time-Variant Response Patterns and Modeling Precise Assessment Time in Confirmatory Clinical Trials
Yoko Tanaka, University of Pittsburgh Graduate School of Public Health
8:50 AM
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Massively Parallel Linear Modeling of Gene Expression Data
Walter Liggett, National Institute of Standards and Technology
8:50 AM
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Joint Analysis of Survival Time and Longitudinal Categorical Outcomes
Jaeun Choi, The University of North Carolina at Chapel Hill; Jianwen Cai, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill
8:55 AM
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Modeling Batched Gaussian Longitudinal Data Subject to Informative Dropout
Paul S. Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Joanna H. Shih, National Cancer Institute
8:55 AM
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An Evaluation of Kan and Wang's Adjusted Box-Pierce Test Using Seasonal Time Series
Brian Carl Monsell, U.S. Census Bureau
8:55 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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Dynamic Logistic Regression and Dynamic Model Averaging for Binary Classification
Tyler McCormick, Columbia University; Adrian E. Raftery, University of Washington; David Madigan, Columbia University; Randall Burd, Children's National Medical Center
9:35 AM
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Modeling Misclassification in the June Area Survey
Andrea C. Lamas, National Agricultural Statistics Service; Denise Alexandra Abreu, National Agricultural Statistics Service; Kenneth K. Lopiano, University of Florida; Pam Arroway, North Carolina State University; Linda J. Young, University of Florida
9:35 AM
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Modeling Log-Linear Restricted Conditional Probabilities for Prediction in Surveys
Yves Thibaudeau, U.S. Census Bureau; Eric Slud, U.S. Census Bureau; Alfred Gottschalck, U.S. Census Bureau
9:35 AM
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Modeling and Simulation of Survey Collection Using Paradata
Kristen Couture, Statistics Canada; Elisabeth Neusy, Statistics Canada; Yves Bélanger, Statistics Canada
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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A Multistate Modeling and Prediction of Survival Distribution Using Information on Subject's Tumor Response Over Time
Shengyan Hong, MedImmune; Iiya Lipkovich, Eli Lilly and Company; Yan Daniel Zhao, Eli Lilly and Company
9:50 AM
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Statistical Challenges in Modeling Wildlife Diseases
Jennifer A. Hoeting, Colorado State University; Andrew A. Merton, Colorado State University; Colleen T. Webb, Colorado State 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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Mixed Model of Cross-Sectional and Longitudinal Data with Application to Modeling Cognitive Aging in a Cohort of APOE e4 Carriers and Noncarriers
Amylou C. Dueck, Mayo Clinic; Joseph G. Hentz, Mayo Clinic; Brie N. Noble, Mayo Clinic; Eric M. Reiman, Banner Alzheimer's Institute; Richard J. Caselli, Mayo Clinic
10:50 AM
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Scaling Local Tree Mortality Models to a Regional Scale Using Combined Estimators and a Meta-Regression Approach
Suborna Ahmed, The University of British Columbia; Valerie LeMay, The University of British Columbia
11:05 AM
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Generalized Structured Component Analysis with Latent Interactions
Heungsun Hwang, McGill University; Moon-Ho Ringo Ho, Nanyang Technological University; Jonathan Lee, California State University, Long Beach
11:05 AM
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Predictive Modeling of Weight Loss Curves
Shailaja Suryawanshi, Merck & Co., Inc.; Kaifeng Lu, Merck & Co., Inc.
11:05 AM
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Modeling Variability in Blood Glucose Data Collected in Continuous Monitoring Using ARIMA and Hierarchical Bayesian MCMC GLMM Models
Alex Zolot, StatVis Consulting
11:05 AM
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Modeling Multi-Time-Period State-Level Estimates for Wireless-Only, Wireless-Mostly, Landline-Mostly, and Landline-Only Households
Nadarajasundaram Ganesh, NORC; Michael Davern, NORC; Stephen Blumberg, National Center for Health Statistics; Julian Luke, National Center for Health Statistics; Michel Boudreaux, University of Minnesota, SHADAC
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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Interaction Detection for Business Forecasting
Dan Steinberg, Salford Systems
11:50 AM
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Modeling Categorized and Aggregated Dive Depth Data from Marine Mammals
Megan Higgs, Montana State University; Jay Ver Hoef, NOAA
11:55 AM
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Improved Survival Modeling Using a Reduced Piecewise Exponential Approach
Gang Han, Moffitt Cancer Center & Research Institute; Michael J. Schell, Moffitt Cancer Center; Jongphil Kim, Moffitt Cancer Center & Research Institute
12:05 PM
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Modeling Mood Variation Associated with Smoking Using a Mixed-Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data
Donald Hedeker, University of Illinois at Chicago; Robin Mermelstein, University of Illinois at Chicago
2:05 PM
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Modeling with Pairwise Comparisons
Jeffrey Leek, Johns Hopkins Bloomberg School of Public Health; Leslie Cope, The Johns Hopkins University; Donald Geman, The Johns Hopkins University; Giovanni Parmigiani, Harvard University
2:05 PM
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Joint Modeling of Primary Outcome and Longitudinal Data Measured at Informative Observation Times
Song Yan, North Carolina State University; Daowen Zhang, North Carolina State University; Wenbin Lu, North Carolina State University
2:20 PM
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Computation of the Stationary Wealth Distribution in a Heterogeneous Agent Based Economy with Employment Uncertainty
Muffasir Badshah, Florida State University; Anuj Srivastava, Florida State University; Paul Beaumont, Florida State University
2:20 PM
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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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Fitting High-Dimensional Joint Models for Longitudinal and Time-to-Event Data Using Laplace Approximations
Dimitris Rizopoulos, Erasmus University Medical Center
2:45 PM
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Modeling Heaping in Self-Reported Longitudinal Cigarette Count Data
Hao Wang, The Johns Hopkins University; Daniel F. Heitjan, University of Pennsylvania
2:55 PM
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Statistical Work in Nano-Material Research
C.F. Jeff Wu, Georgia Institute of Technology
3:05 PM
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A Joint Model for the Analysis of Multiscale Time to Events and Longitudinal Binary Data
Rajeshwari Sundaram, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Alexander Mclain, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Paul S. Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Germaine M. Buck Louis, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Kirsten J. Lum, The Johns Hopkins University
3:05 PM
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On Modeling and Estimation of Response Probabilities When Missing Data Are Not Missing at Random
Michail Sverchkov, Bureau of Labor Statistics
3:35 PM
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Tuesday, 08/03/2010
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A NONMEM Population Approach to Modeling the Pharmacogenetics of Atazanavir and Ritonavir in HIV-Negative Adults
Deidre A. Kile, Colorado School of Public Health, University of Colorado Denver; Samantha MaWhinney, Colorado School of Public Health, University of Colorado Denver; Joseph E. Rower, University of Colorado, Denver; Peter L. Anderson, University of Colorado, Denver
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Product-Sum Modeling for Space-Time Analysis: An Environmental Application
Zhen Jiang, University of Pittsburgh; Richard Bilonick, University of Pittsburgh
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On the Modeling and Simulation of Ambulatory Blood Pressure Traces
David A. James, Novartis; Xiaoyong Sun, Iowa State University
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San Francisco Bay Fish Abundance and Global Scale Climate Shifts
Teresa Anne Jacobson, University of California, Santa Cruz
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An Inhibitory-Excitatory Approach for the Analysis of the Neural Spike Train
Reza Ramezan, University of Waterloo; Paul Marriott, University of Waterloo; Shojaeddin Chenouri, University of Waterloo
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The Data Dependence in Modeling Rat's Tumor Growth Data
Chong Yau Fu, National Yang Ming University; Yueh-Hsing Ou, Institute of Bioonology in Medicine; Shih-Hua Liu, National Yunlin University of Science and Technology
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Modeling Spatial Structure Using High-Throughput Data
Ke Wang, Southern Methodist University ; Xinlei Wang, Southern Methodist University; Guanghua Xiao, UT Southwestern Medical Center
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Modeling Apartment Characteristic Valuations
Caroline Swiger, Clemson University; Julia Sharp, Clemson University; William Bridges, Clemson University
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Social Network Analysis: Statistical Issues, Models, and Applications
Mark Stephen Handcock, University of California, Los Angeles
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Modeling the Variability of Rankings
Peter Hall, The University of Melbourne
8:35 AM
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TreeMARS Models for Use in Stochastic Dynamic Programming Framework
Subrat Sahu, The University of Texas at Arlington; Victoria Chen, The University of Texas at Arlington; Seoung Bum Kim, Korea University
8:35 AM
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Modeling and Clustering of Time-Course Data
Alejandro Murua, Université de Montréal
8:35 AM
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Is Terrorism Contagious? Modeling Indonesian Terrorism with Self-Exciting Hurdle Models
Michael David Porter, SPADAC; Gentry White, Institute for Social Science Research
8:50 AM
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A Normal-Based Monotone Convex Transformation, with Continuous Convexity, as an Alternative to the Concept of 'Distribution'?
Haim Shore, Ben-Gurion University of the Negev
8:50 AM
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One Scenario in Which Joint Modeling Is Unnecessary
Joel A. Dubin, University of Waterloo; Xiaoqin Xiong, University of Waterloo
8:55 AM
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Spatial Hierarchical Models for Extremes: Modeling Both Climate and Weather Effects
Daniel Cooley, Colorado State University
8:55 AM
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Modeling Threshold Conditional Heteroscedasticity with Regime-Dependent Skewness and Kurtosis
Wai Keung Li, The University of Hong Kong
9:05 AM
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A Semi-MLE Algorithm for RMM Distribution and a Comparison of the Goodness of Fit of RMM Distribution and the Pearson Distribution System
Michal Shauly, Ben-Gurion University of the Negev; Yisrael Parmet, Ben-Gurion University of the Negev; Haim Shore, Ben-Gurion University of the Negev
9:05 AM
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Robust Two-Stage Modeling with Finite Mixture Conditional Distributions
Tingting Zhan, Temple University; Inna Chervoneva, Thomas Jefferson University; Boris Iglewicz, Temple University
9:05 AM
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Statistical Modeling and Inference with Uncertainty in Part of Historical Data
Jerry Shan, Hewlett-Packard
9:05 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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Analysis of Rolling Group Therapy Data Using Conditionally Autoregressive Priors
Susan Paddock, RAND Corporation; Sarah Hunter, RAND Corporation; Katherine Watkins, RAND Corporation; Daniel F. McCaffrey, RAND Corporation
9:15 AM
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Application of Bayesian Joint Modeling of Time-to-Event and Patient-Reported Outcomes in an Oncology Clinical Trial
Luping Zhao, Eli Lilly and Company; Wei Shen, Eli Lilly and Company; Haoda Fu, Eli Lilly and Company ; Michelle Denise Hackshaw, Eli Lilly and Company; Mark E. Boye, Eli Lilly and Company
9:15 AM
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Change-Point Modeling for Concentration and CV in Multiple Reaction Monitoring: Mass Spectrometry Assays
Steven James Skates, Massachusetts General Hospital
9:15 AM
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Steps Toward Creating a Fully Synthetic Decennial Census Microdata File
Martin Klein, U.S. Census Bureau; Robert Creecy, U.S. Census Bureau
9:20 AM
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Ridge Structural Equation Modeling with Correlation Matrices for Ordinal and Continuous Data
Ke-Hai Yuan, University of Notre Dame; Ruilin Wu, Beihang University; Peter M. Bentler, University of California, Los Angeles
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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Modeling Treatment Efficacy Under Screening
Shih-Yuan Lee, University of Michigan; Alexander Tsodikov, University of Michigan
9:35 AM
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Improved Statistical Modeling of Power Outages During Hurricanes in the United States
Roshi Nateghi, The Johns Hopkins University; Seth Guikema, The Johns Hopkins University; Steven Quiring, Texas A&M University
9:50 AM
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Latent Variable Modeling for Principal Stratification Analyses of Longitudinal Studies
Chen-Pin Wang, The University of Texas Health Science Center at San Antonio
9:50 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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Modeling the Dynamics of Corporate Credit Ratings: Creating a Predictive Ratings Model
Meghan Rachel Kent, North Carolina State University; Terri Anna Johnson, North Carolina State University; Nicole Bader, North Carolina State University; Jenna Rice, North Carolina State University
10:05 AM
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Spatial Modeling of Fielding in Major League Baseball
Shane Jensen, The Wharton School, University of Pennsylvania
10:35 AM
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A Generalized Bayesian Spatial Prediction Method
Jim Zidek, The University of British Columbia; Yiping Dou, The University of British Columbia; Nhu Le, BC Cancer Agency
10:35 AM
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Network-Based Auto-Probit Modeling for Protein Function Prediction
Xiaoyu Jiang, Boehringer Ingelheim Pharmaceuticals, Inc.; David Gold, State University of New York at Buffalo; Eric Kolaczyk, Boston University
10:35 AM
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A Nested Accelerated Failure Time Model for Times to Disease Recurrence and Survival
Xuelin Huang, MD Anderson Cancer Center; Jing Ning, The University of Texas Health Science Center at Houston
10:35 AM
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Issues in Nonlinear and Dynamic Modeling
Lucas Beverlin, Iowa State University; Derrick Rollins, Iowa State University
10:35 AM
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An Improved Genetic Algorithm for Boosting in the Presence of Outliers
Dong-Yop Oh, The University of Alabama; J. Brian Gray, The University of Alabama
10:50 AM
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Bayesian Modeling for Spatial Extreme Values
Huiyan Sang, Texas A&M University
11:00 AM
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Group-Based Trajectory Modeling Extended to Account for Nonrandom Subject Attrition
Amelia Haviland, RAND Corporation; Daniel Nagin, Carnegie Mellon University; Bobby Jones, Carnegie Mellon University
11:05 AM
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Modeling the Impact of MLB Bullpen Use and Abuse
James J. Cochran, Louisiana Tech University; Martin S. Levy, University of Cincinnati
11:15 AM
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A Study of Modeling Longitudinal Nonresponse Using Paradata in the Survey of Labour and Income Dynamics (SLID)
Beatrice Baribeau, Statistics Canada; Wisner Jocelyn, Statistics Canada
11:15 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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Modeling U.S. Cause-Specific Mortality Rates Using an Age-Segmented Lee-Carter model
Jiraphan Suntornchost, National Center for Health Statistics; Rong Wei, National Center for Health Statistics; Eric V. Slud, University of Maryland
11:20 AM
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Outlier Detection Methods for Improving Boosting
Waldyn Martinez Cid, The University of Alabama; J. Brian Gray, The University of Alabama
11:20 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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Bayesian Nonparametric Point Process Modeling for Extreme Value Analysis
Athanasios Kottas, University of California, Santa Cruz; Ziwei Wang, University of California, Santa Cruz; Abel Rodriguez, University of California, Santa Cruz; Bruno Sanso, University of California, Santa Cruz
11:25 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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A Response Propensity Modeling Navigator for Paradata
Young Chun, NORC; Mike Kwanisai, NORC; Linda Hamilton, American Institutes for Research
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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Nonparametric Profile Monitoring by Mixed Effects Modeling
Peihua Qiu, University of Minnesota
2:05 PM
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Modeling H1N1 Vaccination Rates
Nadarajasundaram Ganesh, NORC; James A. Singleton, National Center for Immunization and Respiratory Diseases; Kennon R. Copeland, NORC; Tammy Santibanez, National Center for Immunization and Respiratory Diseases; Nicholas Davis, NORC
2:20 PM
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Modeling Longitudinal Dyadic Data with Informative Dropout
Guangyu Zhang, University of Maryland; Ying Yuan, MD Anderson Cancer Center
2:25 PM
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Probabilistic Modeling of Dynamic Networks Using Latent Space Models
Purnamrita Sarkar, Carnegie Mellon University; Andrew Moore, Google
2:55 PM
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Benchmark Dose Estimation in Environmental Risk Assessment: From Cancer to Genetic Toxicity and Beyond
Walter W. Piegorsch, The University of Arizona
3:20 PM
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The Odd Weibull Family for Modeling Incomplete Data
Kahadawala Cooray, Central Michigan University
3:20 PM
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Wednesday, 08/04/2010
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An Alternating Estimation Approach to Combine Optimal Scaling and SEM
Patrick Mair, WU Vienna University of Economics and Business; Jan De Leeuw, University of California, Los Angeles; Peter M. Bentler, University of California, Los Angeles
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OpenBUGS Software for Bayesian Modeling
Neal Thomas, Pfizer Inc.
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Measuring Classifier Performance: A Penalty/Profit Perspective
Chamont Wang, The College of New Jersey; Kati Lentz, The College of New Jersey; Robert Stine, University of Pennsylvania
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Multilevel Modeling of Follow-Up Studies with Missing Data
Monica Michelle Bennett, Baylor University; John Seaman, Baylor University; James Stamey, Baylor University
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A Statistician at the Policy Table: Integrating Modeling in the Development of Public Health Guidelines
Ruth Etzioni, Fred Hutchinson Cancer Research Center
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Mixture of Regression Models with Varying Mixing Proportions: A Semiparametric Approach
Mian Huang, Shanghai University of Finance and Economics; Yao Weixin, Kansas State University
8:35 AM
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Semiparametric Bayesian Modeling of Spatio-Survival Data Under Cure Fraction
Sandra Milena Hurtado Rua, University of Connecticut; Dipak K. Dey, University of Connecticut
8:50 AM
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Testing Small Center Events in Multicenter Trials Using Survival Modeling
Usha Sita Govindarajulu, Brigham and Women's Hospital, Harvard Medical School; Elizabeth J. Malloy, American University; James Dziura, Yale University
9:05 AM
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Analyses of Recurrent Events with Informative Censoring
Joan Hu, Simon Fraser University
9:35 AM
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Modeling Skewness and Kurtosis with the S-EGSH
David C. Vaughan, Wilfrid Laurier University
9:35 AM
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Logistic Growth Curve Modeling for Health-Related Quality-of-Life Data
Zugui Zhang, Christiana Care Health System ; Paul Kolm, Christiana Care Health System; William S. Weintraub, Christiana Care Health System
9:50 AM
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Comparisons of Estimates of Influenza- and Respiratory Syncytial Virus-Associated Hospitalizations
Hong Zhou, CDC/AREF; William Thompson, CDC; Cecile Viboud, National Institutes of Health; Corinne Ringholz, National Institutes of Health/Analytic Services Inc.; Claudia Steiner, AHRQ; Lynnette Brammer, CDC; Glen Abedi, CDC; Larry Anderson, CDC; David Shay, CDC
9:50 AM
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Modeling Hepatitis Delta Virus Viral Dynamics with and Without Antiviral Therapy
Bruno C. De Sousa, Institute of Hygiene and Tropical Medicine ; Celso Cunha, Institute of Hygiene and Tropical Medicine
10:05 AM
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Functional Mixed Effects Modeling by Parameter Cascading
Jiguo Cao, Simon Fraser University; James Owen Ramsay, McGill University
10:35 AM
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High-Dimensional Nonparametric Bayes Modeling via Nonlinear Latent Factor Models
David Dunson, Duke University
10:55 AM
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Modeling a Repeated Ordered Categorical Response with Penalized Splines Using MCEM
Sue Welham, Rothamsted Research; James Carpenter, London School of Hygiene and Tropical Medicine; Tu Ho, London School of Hygiene and Tropical Medicine
10:55 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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Adjusted MSE Sequential Method
Li Yang, Fiserv; Limin Yang, Renmin University of China
11:15 AM
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Semiparametric Adjustment for Temporal Confounding of Acute Air Pollution Effects in Cohort Studies
Adam A. Szpiro, University of Washington; Lianne Sheppard, University of Washington; Sara D. Adar, University of Michigan School of Public Health
11:20 AM
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Spatio-Temporal Modeling of Sudden Infant Death Syndrome Data
Lili Zhuang, The Ohio State University; Noel A. Cressie, The Ohio State University
11:35 AM
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Components and Applications of the Three Phases of Census Capture
Douglas Olson, U.S. Census Bureau
11:35 AM
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A Dose-Finding Method in Joint Modeling of Efficacy and Safety: An Extension of the MCP-Mod Method
Aiyang Tao, Novartis; Yong Lin, University of Medicine and Dentistry of New Jersey; Jose Carlos Pinheiro, Johnson & Johnson; Weichung J. Shih, University of Medicine and Dentistry of New Jersey
11:35 AM
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Time Series Modeling of Official Statistics with Two-Stage Benchmarking
Richard Tiller, Bureau of Labor Statistics; Danny Pfeffermann , Hebrew University
11:50 AM
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Modeling the Relationship Between the Components of Executive Compensation: A Copula Approach
Padma Rao Sahib , University of Groningen ; Ruud Koning, University of Groningen ; Harmen De Weerd, University of Groningen
11:50 AM
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Presentation of Advanced Statistical Modeling Topics in the Graduate Dental Educational Setting
Deborah V. Dawson, The University of Iowa College of Dentistry
11:50 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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Statistical Modeling of the Duration of Protection of Postvaccination Antibody
Jason Martin, Merck & Co., Inc.; Stephanie Klopfer, Merck & Co., Inc.
11:50 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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Disease Surveillance with Multiple Endpoints
Yingqi Zhao, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill; Amy H. Herring, The University of North Carolina at Chapel Hill; David Richardson, The University of North Carolina at Chapel Hill; Michael Kosorok, The University of North Carolina at Chapel Hill
12:05 PM
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The Long Tail of Disease Modeling
Abraham D. Flaxman, Institute for Health Metrics and Evaluation; Stephen S. Lim, Institute for Health Metrics and Evaluation; Christopher J.L. Murray, Institute for Health Metrics and Evaluation
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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Comparing the Performance of Composite Endpoints and Responder Definitions with a Unified Modeling Framework for Multiple Endpoints Within Clinical Trials
David Andrae, PPD, Inc.
2:20 PM
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Modeling Dependent Yearly Claim Totals Including Zero-Claims in Private Health Insurance
Vinzenz Erhardt, Technische Universitaet Muenchen; Claudia Czado, Technische Universitaet Muenchen
2:35 PM
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Informed Decisionmaking Using Modeling and Simulation: Case Study of a Selective PDE5 Inhibitor for the Treatment of BPH
Patrick John Johnson, Vifor Pharma Ltd.
2:45 PM
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Iterated Filtering and Its Application in Modeling Infectious Disease Dynamics
Anindya Bhadra, University of Michigan; Edward Ionides, University of Michigan; Karina Laneri, University of Michigan; Mercedes Pascual, University of Michigan
2:50 PM
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A Class of Covariate-Dependent Covariance Functions for the Analysis of Spatio-Temporal Data
Michele Guindani, University of New Mexico; Brian Reich, North Carolina State University; Jo Eidsvik , Norwegian University of Science and Technology; Alexandra Schmidt, Universidade Federal do Rio de Janeiro; Amy Nail, North Carolina State University
2:50 PM
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Bayesian Applications in Drug Safety Evaluation
Amy Xia, Amgen Inc.
2:55 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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Thursday, 08/05/2010
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Improved Space-Time Forecasting of Next-Day Ozone Concentrations in the Eastern United States
David Holland, U.S. Environmental Protection Agency
8:35 AM
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Joint Modeling of Paired Sparse Functional Data Using Principal Components
Lan Zhou, Texas A&M University; Jianhua Huang, Texas A&M University; Raymond Carroll, Texas A&M University
8:35 AM
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Correlates of Armed Violence Within the Nation-State: Predicting Future Conflict with Varying Data
Michael Kisielewski, StatAid
8:50 AM
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Inferring Alternative Splicing Gene Expression from Nextgen Sequencing Studies
David Rossell, IRB Barcelona
8:50 AM
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Modeling Teen Driving Behavior
Feng Guo, Virginia Tech
8:55 AM
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Sample Correlations of Current Population Survey Unemployment Statistics
Reid Rottach, U.S. Census Bureau
8:55 AM
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Localized Realized Volatility Modeling
Ying Chen, National University of Singapore; Wolfgang Haerdle, Humboldt University in Berlin; Uta Pigorsch, Universitaet Mannheim
9:00 AM
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Inference with Transposable Data: Modeling the Effects of Row and Column Correlations
Genevera I. Allen, Stanford University; Rob Tibshirani, Stanford University
9:15 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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Current Population Survey Correlations Across and Within the 1990/2000 Phase-In/Phase-Out Period
Antoinette Lubich, U.S. Census Bureau; Reid Rottach, U.S. Census Bureau
9:15 AM
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University Careers Evolution: A Multistate Modeling for a Perspective Study of the Italian Situation
Matilde Bini, European University of Rome; Bruno Monastero, Politecnico di Torino; Margherita Velucchi, Università di Firenze
9:20 AM
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Modeling Trajectories of Delirium Using Mixture Models
Long Huu Ngo, Beth Israel Deaconess Medical Center/Harvard Medical School; Edward R. Marcantonio, Beth Israel Deaconess Medical Center/Harvard Medical School
9:20 AM
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Nonlinear Regression Modeling and Detecting Change Points via Regularized Basis Expansions
Shohei Tateishi, Kyushu University; Sadanori Konishi, Kyushu University
9:35 AM
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Bayesian Joint Modeling of Multiple Gene Networks and Diverse Genomic Data to Identify Target Genes of a Transcription Factor
Peng Wei, The University of Texas School of Public Health; Wei Pan, University of Minnesota
9:55 AM
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B-Tox: A Bayesian Facelift for Ecotoxicology
David Fox, The University of Melbourne
10:05 AM
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Mixture Modeling Strategies for Dynamic PET Data
Todd Ogden, Columbia University; Huiping Jiang, New York State Psychiatric Institute
10:35 AM
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Modeling of Zero-Inflated Count Data: Comparing the Results Using LOCF and MMRM
Luyan Dai, Boehringer Ingelheim Pharmaceuticals, Inc.; Moumita Sinha, Boehringer Ingelheim Pharmaceuticals, Inc.
10:35 AM
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Simulation for Golf Resort Overbooking
Melvin Ott, Melvin Ott & Associates
10:50 AM
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Sample Size Planning to Obtain Narrow Confidence Intervals for the RMSEA
Ken Kelley, University of Notre Dame; Keke Lai, University of Notre Dame
10:50 AM
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Modeling Placebo Response via Infinite Mixtures
Thaddeus Tarpey, Wright State University
11:00 AM
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A Simulation Study to Compare Modeling Approaches for Dose Proportionality Data
Andrea Maes, Novartis Pharmaceuticals Corporation; Wen-Lin Luo, Merck & Co., Inc.; Yu Ding, Merck Research Laboratories; Deborah Panebianco, Merck & Co., Inc.
11:05 AM
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Hierarchical Approach to Yield Modeling: Applications of GLMs
Christina Mastrangelo, University of Washington
11:05 AM
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Analysis of a Table Tennis Game: A Pedagogical Tool
Reza D. Noubary, Bloomsburg University
11:05 AM
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Modeling the Impact of Neurocognitive Impairment on Occupational Functioning: An Application to Bipolar Disorder
Vivian H. Shih, University of California, Los Angeles School of Public Health; Carrie E. Bearden, University of California, Los Angeles School of Medicine; Michael Green, University of California, Los Angeles School of Medicine; Catherine A. Sugar, University of California, Los Angeles School of Public Health; Michael Gitlin, University of California, Los Angeles School of Medicine; Altshuler L. Lori, University of California, Los Angeles School of Medicine
11:05 AM
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Residential Mobility, Cancer and Local Indicators of Geocoding Accuracy
Geoffrey Mark Jacquez, TerraSeer; Robert Rommel, TerraSeer
11:15 AM
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A Bayesian Hierarchical Framework for Modeling of Resting-State fMRI Data
Shuo Chen, Emory University; DuBois Bowman, Emory University; Lijun Zhang, Emory University
11:20 AM
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Multistate Modeling Approaches for Estimating Disease Risk in Gene Mutation Carriers from Family Data
Karen Kopciuk, Alberta Health Services; Yun-Hee Choi, The University of Western Ontario; Laurent Briollais, Samuel Lunenfeld Research Institute; Patrick Parfrey, Memorial University; Jane Green, Memorial University
11:25 AM
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Statistical Assessment of the Time to Stabilization with Gait Fatigue
Carolyn Morgan, Hampton University; Kristin Denise Morgan, College of William and Mary; Morris Herbert Morgan, III, Hampton University; Peter Pidcoe, Virginia Commonwealth University
11:35 AM
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Causal Inference with Latent Growth Mixture Modeling
Booil Jo, Stanford University
11:35 AM
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Unified Modeling Methods for Curve Predictors and Different Responses
Xiaohui Wang, The University of Texas-Pan American; Veera Baladandayuthapani, MD Anderson Cancer Center; Bani K. Mallick, Texas A&M University; Kim-Ahn Do, MD Anderson Cancer Center; Shubhankar Ray, Merck & Co., Inc.
11:50 AM
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