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Sunday, 08/03/2014
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Modeling Skill Importance in Volleyball
Gilbert W. Fellingham, Brigham Young University
2:05 PM
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Simulations on Sample Sizes and Powers Calculations for a Registry Vaccine Study
John Liang, Pfizer; Scott Patterson, Pfizer
2:05 PM
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A Lower Confidence Limit for the Benchmark Dose Using Higher-Order Inference
Gaurav Sharma, The EMMES Corporation
2:05 PM
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Testing Homogeneity for Non-Negative Distributions with a Clump of Zeros
Chunlin Wang, University of Waterloo; Yukun Liu, East China Normal University; Pengfei Li, University of Waterloo; Paul K. Marriott, University of Waterloo
2:20 PM
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Application of Observed and Simulated Data on Log-Binomial and Similar Models
Shailendra Banerjee, CDC
2:35 PM
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Classification Accuracy of Logistic Regression Models Under Misspecifications
Yongzhao Shao, New York University-School of Medicine; Enhan Zhang, New York University School of Medicine
2:35 PM
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Extension of the Peters-Belson Method for Estimating Health Disparities to Logistic Regression with Multiple Groups and Outcomes from Survey Data
Barry Graubard, National Cancer Institute; Yan Li, University of Maryland; Pengyu Huang , University of Maryland; Joseph Gastwirth, George Washington University
2:50 PM
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Predicting Drivers' Pedal Responses Using Multinomial Logit Models with Repeated Measures
Linda Boyle, University of Washington; Yuqing Wu, University of Washington; Daniel McGehee, University of Iowa; Kazu Ebu, Collaborative Safety Research Center, TEMA; James Foley, Collaborative Safety Research Center, TEMA
3:05 PM
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Estimating Player Contribution in Hockey with Regularized Logistic Regression
Robert B. Gramacy, University of Chicago; Matt Taddy, University of Chicago; Shane Jensen, University of Pennsylvania
3:20 PM
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Confidence Intervals for the Odds Ratio Estimated from Count Models
Christopher Sroka, Battelle; Haikady Nagaraja, Ohio State University
3:20 PM
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Improving the American Community Survey Margins of Error Through Data-Driven Regionalization
Seth Spielman, University of Colorado; David Folch, University of Colorado
3:25 PM
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Using Paradata to Design the Quarterly Tax Sample
Brian Dumbacher, U.S. Census Bureau; Carma R. Hogue, U.S. Census Bureau
4:20 PM
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Exact Inference for Linear and Logistic Regression After Model Selection
Jason Lee, Stanford University; Jonathan Taylor, Stanford University; Yuekai Sun, Stanford University; Dennis Sun, Stanford University
4:20 PM
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Model-Based Clustering via Multinomial Logistic Cluster Probabilities for Gaussian Data
Lulu Wang, Colorado State University; Jennifer A. Hoeting, Colorado State University
4:50 PM
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A Semiparametric Approach for Meta-Analysis of Survival Curves from Orthopedic Registries
Samprit Banerjee, Weill Medical College of Cornell University
5:20 PM
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Monday, 08/04/2014
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Implications of a Clinical Observership of Patients for a Methodologist: a Transdisciplinary Approach
Douglas Gunzler, Case Western Reserve University
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Analyzing Survey Nonresponse
Polly Phipps, Bureau of Labor Statistics
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An Investigation into the Effect of Selection Bias on Multiple Biomarker Models: A Simulation Study
Tristan Grogan, University of California, Los Angeles; David Elashoff, University of California, Los Angeles
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Application of Elastic Net Logistic Regression for Propensity Score Prediction
Natalya Makarova, Cleveland Clinic; Alparslan Turan, Cleveland Clinic; Jarrod E. Dalton, Cleveland Clinic
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Information Value Statistic and Predictors for Logistic Regression
Bruce Lund, Marketing Associates
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Conjoint Parametrers Directed to Isolating 'Hot Spots' Within Big Data
Turkan K. Gardenier, Pragmatica Corp.; John S. Gardenier, NCHS (Retired)
8:50 AM
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Scalable Privacy-Preserving Data Sharing Methodology for Genome-Wide Association Studies
Fei Yu, Carnegie Mellon; Stephen Fienberg, Carnegie Mellon; Aleksandra Slavkovic, Penn State; Caroline Uhler, Institute of Science and Technology
9:15 AM
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Modeling Bark Beetle Outbreaks Using Generalized Method of Moments Estimation
Kimberly Kaufeld, University of Northern Colorado
9:20 AM
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Dynamic Analysis of Online Review Ratings Using a State-Space Model with Point Process Observations
Yaonan Zhang, Boston University; Theodoros Lappas, Stevens Institute of Technology; Uri T. Eden, Boston University; Mark Crovella, Boston University; Eric Kolaczyk, Boston University
9:35 AM
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Logistic PCA Through an Extension of Pearson's MSE Optimality Criterion to Binary Data
Andrew Landgraf, Ohio State University; Yoonkyung Lee, Ohio State University
9:50 AM
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Semiparametric Time-Varying Coefficient Model for Matched Case-Crossover Studies
Ana Maria Ortega Villa, Virginia Tech; Inyoung Kim, Virginia Tech
10:35 AM
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Event and Location Analytics for Real-Time Logistics Optimization
Michael O'Connell, TIBCO Spotfire
10:50 AM
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Examining Economic Census Reporting Patterns
Eric Fink, U.S. Census Bureau; Joanna Fane Lineback, U.S. Census Bureau
10:55 AM
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Analysis of Spike Train Data: Classification and Bayesian Alignment
David B. Hitchcock, University of South Carolina; Wen Cheng, University of South Carolina; Ian L. Dryden, University of Nottingham; Huiling Le, University of Nottingham
11:05 AM
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A Bayesian Model with Shrinkage Prior to Solve the Uncertainty of Modeled Hazard Air Pollutant Concentrations
Yi Cai, University of Texas Health Science Center at Houston; Michael Swartz, University of Texas Health Science Center at Houston; Wenyaw Chan, University of Texas Health Science Center at Houston; Philip J. Lupo, Baylor College of Medicine
11:05 AM
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Nonrigid Image Registration Problem Using Fluid Dynamics and Mutual Information
Xiang Huang
11:15 AM
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Sources of Correlation on a Hierarchical Logistic Regression Model
Kyle Irimata, Arizona State University; Katherine Cai, Arizona State University; Jeffrey Wilson, Arizona State University
11:20 AM
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On Efficient Use of Logistic Regression When a Continuous Biomarker Is Assayed on Pooled Biospecimens
Robert Lyles, Emory University; Emily Mitchell, NICHD; Clarice Weinberg, NIEHS; David M. Umbach, NIEHS; Enrique Schisterman, NICHD
11:20 AM
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Screening Predictors for Logistic Regression Using the Information Value Statistic
Bruce Lund, Marketing Associates
11:25 AM
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Comparison of Survival Analysis and Logistic Regression for Correlated Data
Niloofar Ramezani, University of Northern Colorado
11:35 AM
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Impact of Multiple Sources of Correlation on Hierarchical Logistic Regression Models
Katherine Cai, Arizona State University; Kyle Irimata, Arizona State University; Jeffrey Wilson, Arizona State University
11:35 AM
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Combining ROC Curve Analysis and Generalized Logistic Regression to Estimate Continuous Cutpoints Discriminating Three Categories
Rey DeCastro, CDC/NCEH
11:35 AM
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Dynamic Network Logistic-Regression with Missing Data: Theory and Methods
Zack W. Almquist, University of Minnesota; Carter T. Butts, University of California, Irvine
11:50 AM
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Local Likelihood-Based Estimation for Quantile Classification in Binary Regression Models
John Rice, University of Michigan; Jeremy Taylor, University of Michigan
2:05 PM
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Hidden Markov Modeling of Oral Fluid Detection of PRRSV Antibody in Swine Herds
Yaxuan Sun, Iowa State University; Chong Wang, Iowa State University
2:20 PM
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Ranking of Pandemic Influenza Mitigation Strategies
Greg Lambert, Sandia National Laboratories; Andrew Huff, Sandia National Laboratories; Patrick Finely, Sandia National Laboratories
2:35 PM
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Joint Clustering and Registration for Functional Data
Yafeng Zhang, Amgen; Donatello Telesca, University of California, Los Angeles; Steve Horvath, University of California, Los Angeles
3:05 PM
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The Effect of Shot Selection Trends on Offensive Efficiency
Justin Post, North Carolina State University; Michael Dickey, North Carolina State University
3:15 PM
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Tuesday, 08/05/2014
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Logistic Regression Likelihood Ratio Test Analysis and Harnessing Graphics to Explore Safety Data in the Vaccine Adverse Event Report System (VAERS)
Kijoeng Nam, FDA; Estelle Russek-Cohen, FDA/CBER
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Estimation of Prevalence of Prophylaxis Use Among U.S.Hemophilia Treatment Centers
Qing Zhang, CDC/DBD; Megan Ullman, University of Texas; Althea Grant , CDC
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Detection of Dynamic Effects of Rare Haplotypes and Their Interaction with Environmental Factor on Complex Disease
Shuang Xia, Ohio State University; Shili Lin, Ohio State University
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An Investigation of the Association Between Hospital Characteristics and Acute Kidney Injury After Cardiac Surgery
Masoumeh Sanagou, Monash University; Kevan Polkinghorne, Monash University; Christopher Michael Reid, Monash University; David Pilcher, Monash University; Rory Wolfe, Monash University
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The Effect of Shot Selection Trends on Offensive Efficiency
Justin Post, North Carolina State University; Michael Dickey, North Carolina State University
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Pleiotropy Informed Genetic Risk Prediction via Logistic Multi-Task Learning
Cong Li, Yale; Can Yang, Yale; Hongyu Zhao, Yale
8:50 AM
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Comparison of Logistic Regression Model and CART Model: An Application in Studying Polytobacco Users in a Tri-Ethnic Sample
Yang Lei, KU Medical Center; Nikki Nollen, Kansas University Medical Center; Qing Yu, Kansas University Medical Center; Jianghua He, Kansas University Medical Center; Matthew S. Mayo, Kansas University Medical Center
9:35 AM
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Semiparametric Bayesian Analysis for Additive and Non-Additive Measurement Errors with an Application to the Nhanes III Study
Jingang Miao, Texas A&M; Samiran Sinha, Texas A&M; Suojin Wang, Texas A&M
10:35 AM
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New Technologies for Privacy Protection in Data Collection and Analysis
Samuel Wu, University of Florida; Shigang Chen, University of Florida; Deborah Burr, University of Florida; Long Zhang, University of Florida
11:05 AM
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The Use of Targeted Lists to Enhance Sampling Efficiency in Address-Based Sample Designs: Age, Race, and Other Qualities
Ned English, NORC at the University of Chicago; Ying Li, NORC at the University of Chicago; Andrea Mayfield, NORC at the University of Chicago; Alicia Frasier, NORC at the University of Chicago
11:15 AM
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Likelihood-Based Estimation of Logistic Structural Nested Mean Models with an Instrumental Variable
Roland A. Matsouaka, Harvard School of Public Health; Eric Tchetgen, Harvard School of Public Health
11:35 AM
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A Sup-Score Test for the Cure Fraction in Mixture Models for Long-Term Survivors
Wei-Wen Hsu, Kansas State University; David Todem, Michigan State University; KyungMann Kim, University of Wisconsin-Madison
2:35 PM
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Analysis of Multiview Legislative Networks with Structured Matrix Factorization: Does Twitter Influence Translate to the Real World?
Shawn Mankad; George Michailidis, University of Michigan
3:05 PM
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Estimating Explained Variation of a Latent Scale Dependent Variable Underlying a Binary Indicator of Event Occurrence
Dinesh Sharma, James Madison University; Amanda Miller, James Madison University; Caroline Hollingsworth, James Madison University
3:20 PM
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Wednesday, 08/06/2014
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Performance of Propensity Scores in the Analysis of Rare Events
Jessica M. Franklin, Brigham & Women's Hospital/Harvard Medical School; Sebastian Schneeweiss, Brigham & Women's Hospital/Harvard Medical School
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Performance of Propensity Scores in the Analysis of Rare Events
Jessica M. Franklin, Brigham & Women's Hospital/Harvard Medical School; Sebastian Schneeweiss, Brigham & Women's Hospital/Harvard Medical School
8:45 AM
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The Analysis of Biased Time-to-Event Data from Pregnancy Registries
Ronghui Xu, University of California, San Diego; Walter Faig, University of California, San Diego
10:35 AM
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Locally D-Optimal Designs for Generalized Linear Models with Group Effects and a Covariate
Xijue Tan, University of Georgia; John Stufken, University of Georgia
10:50 AM
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Fast Algorithms for Logistic Regression with Big Data
HaiYing Wang, University of New Hampshire; Rong Zhu, Chinese Academy of Science; Ping Ma, University of Georgia
11:05 AM
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Parametric and Nonparametric Estimators for Bivariate Extremes
Sabrina Vettori; Raphael Huser; Marc G. Genton, King Abdullah University of Science and Technology
11:05 AM
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A Composite Conditional Likelihood Approach to Estimation in a Logistic Regression Model with Crossed Random Effects
Jorgen Petersen, University of Copenhagen
11:20 AM
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Operating Characteristics of a Performance Index for Benchmarking Hospital Performance: Illustrated on Riksstroke, the Swedish Stroke Register
Anita Lindmark, Umeå University; Bart van Rompaye, USBE/Umeå University; Els Goetghebeur, Ghent University; Eva-Lotta Glader, Umeå University; Marie Eriksson, Umeå University
11:20 AM
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Profiling a Large Number of Centers for a Rare Event
Purna Mukhopadhyay, Arbor Research Collaborative for Health; Douglas E. Schaubel, University of Michigan; Jeffrey Pearson, Arbor Research Collaborative for Health; Douglas Lehmann , University of Michigan
11:35 AM
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Evaluating a New Approach for Estimating the Number of U.S. Farms with Adjustment for Misclassification
Denise Abreu, USDA/NASS; Stephen Busselberg, USDA/NASS; Andrea C. Lamas, USDA/NASS; Wendy Barboza, USDA/NASS; Linda J. Young, USDA/NASS
2:05 PM
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Logistic Regression Based Simulation of Major League Baseball Seasons
Richard Auer, Loyola University Maryland; Claire Marie Reynolds, Loyola University Maryland
2:20 PM
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Teaching of Multiple Regression Should Reflect the Way It Works
David Hoaglin
2:50 PM
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Comparisons of Various Techniques in Propensity Score Estimation Using Simulation
Jiaxiao Shi, Kaiser Permanente; Wansu Chen, Kaiser Permanente
2:50 PM
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Sparse Semiparametric Nonlinear Model with Application to Chromatographic Fingerprints
Wensheng Guo, University of Pennsylvania; Michael R. Wierzbicki, University of Pennsylvania; Li-bing Guo, Guangdong School of Pharmacology ; Qing-tao Du, Guangdong School of Pharmacology
2:55 PM
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Estimating NBA Player Contribution with Regularized Logistic Regression
Sameer Deshpande, Wharton School
3:35 PM
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Thursday, 08/07/2014
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Interim Sample Size Recalculation for Observational Studies
Sergey Tarima, Medical College of Wisconsin; Peng He, Medical College of Wisconsin; Tao Wang, Medical College of Wisconsin; Aniko Szabo, Medical College of Wisconsin
8:35 AM
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Modeling the Type and Timing of Consecutive Events: Application to Predicting Preterm Birth in Repeated Pregnancies
Joanna Shih, National Cancer Institute; Paul Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Pauline Mendola, National Institute of Child Health and Human Development; Katherine Laughon, National Institute of Child Health and Human Development
10:55 AM
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Bayesian Dose Escalation in Oncology Phase I Trials: Overview, Regulatory Implications, and S/Ws
Shibao Feng, Onyx Pharmaceuticals; Tom Parke, Tessella
10:55 AM
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Recent Advancements in Statistical Modeling to Identify Address Updating Areas for the 2020 Census
Christine Gibson Tomaszewski, U.S. Census Bureau; John Luthor Boies, U.S. Census Bureau
11:05 AM
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Bayesian Two-Parameter Logistic Regression Model--Based Method for Single Dose-Finding Trial
Olivia Liao, Onyx Pharmaceuticals; Vlad Dragalin, Aptiv Solutions
11:15 AM
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Automated Coding of Worker Injury Narratives
Alexander Measure
11:35 AM
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Evaluation of Bayesian Logistic Regression Model and 3+3 in a Dose Escalation Study for Combination Drugs: A Simulation Study
Muhtarjan Osman, Onyx Pharmaceuticals; Yijing Shen, Genentech; Vlad Dragalin, Aptiv Solutions
11:35 AM
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