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Sunday, 08/01/2010
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Regularized Kriging
Chein-Yu Peng , Academia Sinica; C.F. Jeff Wu, Georgia Institute of Technology
2:05 PM
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Nonparametric Regression with Missing Data
Sam Efromovich, UT Southwestern Medical Center
2:05 PM
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Nonlinear Regression and Bayesian Robustness via Disparities
Giles Hooker, Cornell University
2:05 PM
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Simplex Techniques for Quantile Regression Model Selection
Yonggang Yao, SAS Institute
2:05 PM
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A Comparison of Two Versions of the Hosmer-Lemeshow Goodness-of-Fit Test for Logistic Regression
Jana D. Canary, University of Tasmania; Leigh Blizzard, Menzies Research Institute; Ronald Barry, University of Alaska, Fairbanks; Steve John Quinn, Menzies Research Institute; David W. Hosmer, University of Massachusetts, Amherst
2:05 PM
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Outpatient Substance Abuse Treatment Facilities for Women That Provide Child Care: 2008 National Survey of Substance Abuse Treatment Services (N-SSATS)
Sonya Vartivarian, Mathematica Policy Research, Inc.; Cathie E. Alderks, Substance Abuse and Mental Health Services Administration; Jonathan Brown, Mathematica Policy Research, Inc.
2:05 PM
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On Rank Score Test for Longitudinal Bent Line Quantile Model
Nanshi Sha, Columbia University
2:20 PM
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An Approach to Nonparametric Regression in Moderate Dimensions
Mark Reimers, Virginia Commonwealth University
2:20 PM
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A Jump-Detecting Procedure Based on Spline Estimation
Lijian Yang, Michigan State University; Shujie Ma, Michigan State University
2:25 PM
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Analytics in Manufacturing: A Case Study from Aluminum Recycling
J. Michael Hardin, The University of Alabama; Michael D. Conerly, The University of Alabama
2:25 PM
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Adaptive Confidence Intervals for Regression Coefficients in Q-Learning
Eric B. Laber, University of Michigan; Min Qian, University of Michigan; Susan Murphy, University of Michigan
2:35 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 Perturbation Method for Inference on Adaptive LASSO Regression Estimates
Jessica Minnier, Harvard University; Tianxi Cai, Harvard School of Public Health
2:35 PM
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Quantile Regression Approach to the Location-Scale Model
Hyokyoung (Grace) Hong, Baruch College, CUNY
2:35 PM
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Goodness-of-Fit Tests for Multinomial Log-Link Regression Models
Leigh Blizzard, Menzies Research Institute; Steve John Quinn, Menzies Research Institute; David W. Hosmer, University of Massachusetts, Amherst; Jana D. Canary, University of Tasmania
2:35 PM
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A Numerical Comparison of Some Rate-Efficient Nonparametric Estimates
Boris Levit, Queen's University
2:45 PM
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An Alternative Estimation of Sliced Inverse Regression
Qin Wang, Virginia Commonwealth University; Xiangrong Yin, The University of Georgia
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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Quantile Regression with the Presence of Missing Covariates
Yunwen Yang, University of Illinois; Ying Wei, Columbia University
2:50 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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Tests for Conditional Association Between an Ordinal Predictor and Continuous, Binomial, or Ordinal Outcomes
Bryan E. Shepherd, Vanderbilt University; Chun Li, Vanderbilt University
3:05 PM
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Joint Quantile Regression: A Bayesian Approach
Surya Tokdar, Duke University
3:05 PM
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Multiple Imputation Framework for Combining Data from Multiple Sources
Trivellore Raghunathan, University of Michigan
3:20 PM
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Bent Line Quantile Regression with Application to an Allometric Study of Land Mammals' Speed and Mass
Chenxi Li, University of Wisconsin-Madison; Ying Wei, Columbia University; Rick Chappell, University of Wisconsin-Madison; Xuming He, University of Illinois at Urbana-Champaign
3:20 PM
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Tests of Trend Between Disease Outcomes and Ordinal Covariates
Naomi Brownstein, The University of North Carolina
3:20 PM
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Estimation of the Cox Model Parameters Through Kernel Resampling
Haiyan Bai, University of Central Florida
3:20 PM
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Alternative Shelf Life Estimation Methodologies
Walt Stroup, University of Nebraska-Lincoln; Michelle Quinlan, University of Nebraska-Lincoln
3:25 PM
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A Comparison of Logistic Regression Goodness-of-Fit Statistics When Applied to the Log Link
Steve John Quinn, Menzies Research Institute; Leigh Blizzard, Menzies Research Institute; David W. Hosmer, University of Massachusetts, Amherst
3:35 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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Development of the Logistic Regression with Factor Scores (LRFS) Method in Differential Item Functioning (DIF) Detection for Dichotomized Variables
Chengwu Yang, Penn State; Elizabeth Garrett-Mayer, Medical University of South Carolina; Barbara C. Tilley, The University of Texas Health Science Center at Houston; Jeanne A. Teresi, Columbia University Stroud Center; Richard N. Jones, Hebrew Rehabilitation Center for Aged; Rickey E. Carter, Mayo Clinic; Vanessa K. Hinson, Medical University of South Carolina
4:05 PM
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Asymptotically Sufficient Statistics in Nonparametric Regressions with Correlated Errors
Andrew Carter, University of California, Santa Barbara
4:05 PM
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Methods of Finding the Initial Values of Parameters in the Maximum Likelihood Estimating Equations for a Logistic Regression Model and Comparison of Their Final Solutions
Hiya Banerjee, University of California, Riverside; Subir Ghosh, University of California, Riverside
4:20 PM
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Using the Trend Odds Model in Seroepidemiological Studies
Ana W. Capuano, The University of Iowa; Gregory C. Gray, University of Florida; Jeffrey D. Dawson, The University of Iowa; R. William Field, University of Iowa
4:20 PM
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Regression-Based Data Fusion: Robust Residual Imputation
Chris Moriarity, National Center for Health Statistics; Fritz Scheuren, NORC
4:20 PM
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An Application of Semiparametric Bayesian Isotonic Regression to the Study of Radiation Effects in Spaceborne Microelectronics
Marian Farah, University of California, Santa Cruz; Athanasios Kottas, University of California, Santa Cruz; Robin D. Morris, Universities Space Research Association
4:25 PM
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Revisiting Marginal Regression
Jiashun Jin, Carnegie Mellon University; Christopher Genovese, Carnegie Mellon University; Larry Wasserman, Carnegie Mellon University
4:35 PM
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Efforts to Adjust for Confounding by Neighborhood Using Complex Survey Data
Babette Brumback, University of Florida; Amy Dailey, University of Florida; Zhulin He, University of Florida; Lyndia C. Brumback, University of Washington; Melvin Livingston, University of Florida
4:35 PM
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Model Identification and Regression Estimation with a Diverging Number of Predictors
Zhan Wang, University of Minnesota; Yuhong Yang, University of Minnesota
4:35 PM
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Using Logistic Regression of Sparse Data to Predict Influenza
Hector Lemus, San Diego State University
4:35 PM
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Flexible Bent-Cable Models for Mixture Longitudinal Data
Shahedul Ahsan Khan, University of Waterloo; Grace Chiu, CSIRO; Joel A. Dubin, University of Waterloo
4:45 PM
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Quantile Regression Extended to Mixed Models
Michelle Quinlan, University of Nebraska-Lincoln; Walt Stroup, University of Nebraska-Lincoln
4:50 PM
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Application of a Least Trimmed Squares Robust Regression Model for Estimating Influenza-Associated Deaths by State in the United States
Po-Yung Cheng, CDC; William Thompson, CDC; Eric S. Weintraub, CDC; Tuyen Do, CDC; David Shay, CDC
4:50 PM
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Wavelet-Based Functional Linear Regression
Yihong Zhao, Columbia University; Todd Ogden, Columbia University
4:55 PM
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Integral Curve Estimation: Methodology and Applications to Diffusion Tensor Imaging
Lyudmila Sakhanenko, Michigan State University
5:05 PM
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Dimension-Reduced Kernel Estimation for Distribution Functions with Incomplete Data
Zonghui Hu, National Institutes of Health
5:05 PM
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Characterization of Space Weather Triggering Signals in Highly Variable Temporal Data: Challenges and Solutions
Tia Lerud, University of Washington
5:05 PM
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Examining the Bias of the Difference in Coefficients Method for Evaluating Intermediate Endpoints Using Logistic Regression
Miranda Elaine Kroehl, University of Colorado, Denver; Lorraine Ogden, University of Colorado, Denver
5:05 PM
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The Orthogonal Matching Pursuit Algorithm on Sparse Linear Regression
Lie Wang, MIT; Tony Cai, University of Pennsylvania
5:20 PM
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On the Statistic Properties of Proposed Non-parametric Estimators for Asymmetric Information and Separability Restriction
Takaaki Aoki, State University of New York at Buffalo
5:20 PM
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Multiplicative Semiparametric Regression Model for Relative Risk with Application to Air Pollution Exposure
Catherine Tuglus, University of California, Berkeley; Kristin E. Porter, University of California, Berkeley; Mark J. Van der Laan, University of California, Berkeley
5:20 PM
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Adaptive Estimation in High-Dimensional Response Surface Models via Iterative Thresholding Regularization
Samir Touzani, French Institut of Petroleum; Anestis Antoniadis, University Joseph Fourier; Daniel Busby, French Institut of Petroleum
5:20 PM
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An Estimation Method for Matrix Survey Sampling
Takis Merkouris, Athens University of Economics and Business
5:20 PM
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Nonparametric Autoregression and Volatility Estimation
Jin-Hong Park, College of Charleston
5:35 PM
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Monday, 08/02/2010
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ROC Regression Using Percentile Values for Event Time Outcomes
Yuying Jin, University of Washington; Margaret Sullivan Pepe, Fred Hutchinson Cancer Research Center; Yingye Zheng, Fred Hutchinson Cancer Research Center
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Money Can't Buy You Love (But It Can Buy You Playoff Spots and Championships in Major League Baseball)
Jay R. Schaffer, University of Northern Colorado
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Erosion Prediction with USLE and RUSLE2
Yang Li, Iowa State University
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Interactive Effects of Alcohol and Tobacco on Head and Neck Cancer: A Visualization Using Bivariate Splines
Jennifer JinJin Clark, The University of North Carolina at Chapel Hill; Andrew Olshan, The University of North Carolina at Chapel Hill; Amy H. Herring, The University of North Carolina at Chapel Hill
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Doubly Truncated Negative Binomial Regression for Evaluating the Age Distribution of Pertussis Infant Deaths
Andrew Lewis Baughman, CDC; Tracy Pondo, CDC; Margaret Cortese, CDC; Barry Sirotkin, CDC; Charles E. Rose, Jr., CDC; Tejpratap Tiwari, CDC
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Equivalence of Conditional Logistic Regression and Ordinary Logistic Regression via Infinite Replication of Observations
Zhulin He, University of Florida; Babette Brumback, University of Florida
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Prediction of Pneumococcal Nonvaccination Among Persons Aged >= 65 Years
Fan Zhang, CDC; Wei Yu, CDC; Tiebin Liu, CDC; Peng-Jun Lu, CDC; Faruque Ahmed, CDC
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Harmonic Regression Analysis of Periodic Time Series Data from Clinical Trials
Michael T. Gaffney , Pfizer Inc.; Martin O. Carlsson, Pfizer Inc.; Kelly H. Zou, Pfizer Inc.
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What Makes a Winning Baseball Team?
Daniel Mundfrom, New Mexico State University; Javier Lopez, New Mexico State University; Jay R. Schaffer, University of Northern Colorado
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Analysis of Overall Survival When Length of Treatment and Treatment Switching Are Time-Dependent Outcomes of Oncology Trials
Jinwei Yuan, ICON Clinical Research
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Definition of a Responder in Clinical Trials for Alcohol Dependence
Yun-Fei Chen, Eli Lilly and Company ; Xiwen Ma, University of Wisconsin-Madison
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Using Bayesian Logistic Regression to Estimate the Risk or Prevalence Ratio
Charles E. Rose, Jr., CDC; Andrew Lewis Baughman, CDC
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Bayesian, Frequentist, or Both? Model-Robust Regression and the 'Sandwich' Estimator
Adam A. Szpiro, University of Washington; Kenneth Rice, University of Washington; Thomas Lumley, University of Washington
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Parallel Implementation of Response Surface Regression on R
Hao Yu, The University of Western Ontario
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Logistic Regression with Markov Chains as Covariates with Application in Identifying Lung Cancer Risk Factors
Chung-Han Ho, The University of Texas School of Public Health; Carol J. Etzel, MD Anderson Cancer Center; Wenyaw Chan, The University of Texas School of Public Health; Randa El-Zein, MD Anderson Cancer Center; Alanna C. Morrison, The University of Texas School of Public Health
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Increasing Efficiency of Conservation Application: Conservation Design for Rare Birds in the Upper Midwestern United States
Wayne E. Thogmartin, U.S. Geological Survey
8:35 AM
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Multicategory Composite Least Squares Classifiers
Seo Young Park, The University of North Carolina at Chapel Hill; Yufeng Liu, The University of North Carolina at Chapel Hill
8:35 AM
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Semiparametric Mixtures of Regressions
David Hunter, Penn State
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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Generalized Score Test for Zero Mixture in Count Data
Wei-Wen Hsu, Michigan State University; David Todem, Michigan State 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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Simpson's Paradox: Aggregating and Partitioning Populations in Health Care Disparities of Lung Cancer Patients
Pingfu Fu, Case Western Reserve University; Mark Schluchter, Case Western Reserve University; Rom Leidner, Case Western Reserve University; Balazs Halmos, Columbia University Medical Center
9:05 AM
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A Conditional Bayesian Logistic Regression Model (BLRM) with Overdose Control
Lu-May Chiang, Novartis Pharmaceuticals Corporation; Adarsh Joshi, Eli Lilly and Company; David Ohlssen, Novartis Pharmaceuticals Corporation; Jyotirmoy Dey, Novartis Pharmaceuticals Corporation
9:05 AM
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Building Regression Trees on Data from a Complex Sample
Daniell Toth, Bureau of Labor Statistics; John L. Eltinge, Bureau of Labor Statistics
9:05 AM
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Functional Additive Models
Fang Yao, University of Toronto; Hans-Georg Mueller, University of California, Davis
9:15 AM
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Asymptotic Behavior of Weights in the Adaptive Regression by Mixing
Chihche Lin, Astellas Pharma Global Development, Inc.; Yuhong Yang, University of Minnesota
9:20 AM
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A Multivariate Penalized Regression Method for eQTL Mapping
Ting-Huei Chen, The University of North Carolina at Chapel Hill; Wei Sun, The University of North Carolina at Chapel Hill; Fred Wright, The University of North Carolina at Chapel Hill
9:20 AM
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Logistic Generalized Regression (LGREG) Estimator in Cluster Samples
Timothy Kennel, U.S. Census Bureau
9:20 AM
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A Simultaneous Confidence Band for Sparse Longitudinal Regression
Shujie Ma, Michigan State University; Lijian Yang, Michigan State University; Raymond Carroll, Texas A&M University
9:35 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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Sparse Multivariate Regression with Covariance Estimation
Adam Rothman, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
9:35 AM
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Quantile Regression for Longitudinal Data with Left-Censoring and Informative Dropouts
Minjae Lee, University of Pittsburgh; Lan Kong, University of Pittsburgh
9:35 AM
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An Arcsin Limit Theorem of D-Optimal Designs for Weighted Polynomial Regression
Fu-Chuen Chang, National Sun Yat-sen University; Jhong-Shin Tsai, National Sun Yat-sen University
9:35 AM
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Bayesian Quantile Regression in Stratified Sampling
Nanhua Zhang, University of Michigan; Michael R. Elliott, University of Michigan
9:50 AM
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Relaxed Estimating Equations for Sparse Mark Variable Regression
Brent Johnson, Emory University
10:35 AM
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Monitoring Profile Based on a Linear Regression Model with Correlated Errors
Tsung-Chi Cheng, National Chengchi University; Su-Fen Yang, National Chengchi University
10:35 AM
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Logistic Model Selection via Association Rules Analysis
Pannapa Changpetch, Penn State; Dennis Lin, Penn State
10:35 AM
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Probabilistic Index Models: Semiparametric Regression Models for P(Y < Y*)
Jan De Neve, Ghent University; Olivier Thas, Ghent University; Lieven Clement, Ghent University; Jean-Pierre Ottoy, Ghent University
10:35 AM
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Automatic Diagnostic Checking for Vector Autoregressions
Ignacio Lobato, ITAM; Juan Carlos Escanciano, Indiana University; Lin Zhu, Indiana University
10:50 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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Blockwise Sparse Cox Regression
Insuk Sohn, Samsung Medical Center; Jinseog Kim, Dongguk University; Sin-Ho Jung, Duke University; Changyi Park, University of Seoul
10:50 AM
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Joint Inference of Sparse Network and Genetic Association in Genetical Genomics Studies
Hongzhe Li, University of Pennsylvania
11:00 AM
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Sufficient Dimension Reduction and Variable Selection for Censored Regression
Wenbin Lu, North Carolina State University; Lexin Li, North Carolina State University
11:05 AM
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A Two-Stage Hybrid Procedure for Estimating an Inverse Regression Function
Runlong Tang, University of Michigan; Moulinath Banerjee, University of Michigan; George Michailidis, University of Michigan
11:05 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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The Analysis of Binary Longitudinal Data with Time-Dependent Covariates
Matthew Guerra, University of Pennsylvania; Justine Shults, University of Pennsylvania; Thomas R. Ten Have, University of Pennsylvania School of Medicine
11:05 AM
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Variable Selection and Shrinkage via a Conditional Likelihood-Based Penalty
Arpita Ghosh, National Cancer Institute; Fred Wright, The University of North Carolina at Chapel Hill; Andrew Nobel, The University of North Carolina at Chapel Hill; Fei Zou , The University of North Carolina at Chapel Hill
11:05 AM
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A Bayesian Model for Misclassified Binary Outcomes and Correlated Survival Data, with Applications to Breast Cancer
Min Yi, The University of Texas Health Science Center at Houston; Sheng Luo, The University of Texas School of Public Health; Xuelin Huang, MD Anderson Cancer Center; Kelly K. Hunt, MD Anderson Cancer Center
11:15 AM
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Spatial Multinomial Regression Models for the Analysis of Land Cover Data
Jun Zhu, Colorado State University; Chongyang Jin, University of Wisconsin-Madison; Stephan Sain, National Center for Atmospheric Research; Michelle M. Steen-Adams, University of New England
11:15 AM
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Semiparametric Regression Inference for Tumor Progression in Cancer Studies
Chen Hu, University of Michigan; Alexander Tsodikov, University of Michigan
11:20 AM
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Determination of Cointegration Rank in High-Dimensional Systems: Evidence from the World's Major Stock Markets
Alireza Tahai, Mississippi State University
11:20 AM
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Learning Regulatory Network from Multiple Genomics Array Data
Pei Wang, Fred Hutchinson Cancer Research Center; Jie Peng, University of California, Davis
11:25 AM
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A Statistical Framework for the Analysis of ChIP-Seq Data
Pei Fen Kuan, The University of North Carolina at Chapel Hill
11:35 AM
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Testing the Product of Slopes in Related Regressions
Christopher H. Morrell, Loyola University Maryland; Veena Shetty, MedStar Research Institute ; Terry Phillips, National Institute on Aging; Thiruma Arumugam, National Institute on Aging; Mark Mattson, National Institute on Aging; Ruiqian Wan, National Institute on Aging
11:35 AM
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Preliminary Test Estimation Procedures in Nonlinear Regression Models with Toxicological Application
Changwon Lim, National Institute of Environmental Health Sciences; Pranab Kumar Sen, The University of North Carolina at Chapel Hill; Shyamal D. Peddada, National Institute of Environmental Health Sciences
11:35 AM
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Nonstationary Gaussian Process Models via Treed Process-Convolutions
Waley Liang, University of California, Santa Cruz
11:35 AM
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Data Augmentation Strategies for the Bayesian Spatial Probit Regression Model
Candace Berrett, The Ohio State University; Catherine Calder, The Ohio State University
11:35 AM
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Quantile Regression at Optimal Location and Its Applications
Yuan Liu, Emory University; Matteo Bottai, University of South Carolina
11:50 AM
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Survival Analysis with Error-Prone Time-Varying Covariates: A Risk Set Calibration Approach
Xiaomei Liao, Harvard University; David M. Zucker, Hebrew University; Yi Li, Harvard University/Dana-Farber Cancer Institute; Donna Spiegelman, Harvard University
11:50 AM
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Trait Well-Being Predicts Placebo Response in Healthy Controls
Hamdan Azhar, University of Michigan; Christian Stohler, University of Maryland; Jon-Kar Zubieta, University of Michigan
11:50 AM
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Cox Regression Model with Time-Varying Coefficients in Nested Case-Control Studies
Mengling Liu, New York University School of Medicine; Wenbin Lu, North Carolina State University; Anne Zeleniuch-Jacquotte, New York University School of Medicine; Roy E. Shore, Radiation Effects Research Foundation
2:05 PM
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Regression Analysis for Differentially Misclassified Correlated Binary Outcomes
Li Tang, Emory University; Robert H. Lyles, Emory University; Caroline C. King, CDC; David Celantano, The Johns Hopkins University; Yungtai Lo, Montefiore Medical Center/Albert Einstein College of Medicine; Jack Sobel, Wayne State University School of Medicine
2:05 PM
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Conditional Logistic Regression with Survey Data
Barry I. Graubard, National Cancer Institute; Edward L. Korn, National Cancer Institute
2:20 PM
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Variance Function Estimator in the Multiple Regression Model
Kee-Hoon Kang, Hankuk University of Foreign Studies; Seokoh Jeong, Hankuk University of Foreign Studies
2:20 PM
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R-Squared and the Law of Diminishing Returns
J. B. Orris, Butler University
2:20 PM
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Validation Data-Based Adjustments for Outcome Misclassification in Logistic Regression
Robert H. Lyles, Emory University; Li Tang, Emory University; Hillary M. Superak, Emory University; Caroline C. King, CDC; David Celentano, The Johns Hopkins University; Yungtai Lo, Montefiore Medical Center; Jack Sobel, Wayne State University
2:20 PM
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Bayesian Inference for Stereotype Regression
Bhramar Mukherjee, University of Michigan
2:25 PM
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Using Logistic Model with Measurement Errors in Covariates to Assess Baseline Biomarkers Association with Treatment Response
Dion Chen, Centocor R&D, Inc.; Jiandong Lu, Johnson & Johnson
2:35 PM
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Properties of Empirical Bayes Estimators for Evaluating Questionnaire Data in Epidemiology Studies
Jaya M. Satagopan, Memorial Sloan-Kettering Cancer Center; Qin Zhou, Memorial Sloan-Kettering Cancer Center; Susan Oliveria, Memorial Sloan-Kettering Cancer Center; Stephen Dusza, Memorial Sloan-Kettering Cancer Center; Martin Weinstock, Brown University; Marianne Berwick, University of New Mexico; Allan Halpern, Memorial Sloan-Kettering Cancer Center
2:35 PM
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Methods for Spatially Varying Measurement Error in Air Pollution Epidemiology
Stacey E. Alexeeff, Harvard School of Public Health; Alexandros Gryparis, Harvard School of Public Health; Joel Schwartz, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
2:35 PM
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How Effective Are Normality Tests at Detecting Violations of the Least Squares Regression Assumptions?
John H. Walker, Cal Poly; Jimmy A. Doi, Cal Poly; Hongyan Wang, Cal Poly
2:35 PM
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Correcting for Misclassification in Testing Differences in Group Means Using Validation Data
Chengxing Lu, Merck Research Laboratories; Robert H. Lyles, Emory University; Hung-Mo Lin, Mount Sinai School of Medicine
2:50 PM
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Some Determinants of Student Performance in Introductory Statistics
Jenting Wang, State University of New York at Oneonta; Shuyi Tu, University of Michigan, Flint
2:50 PM
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A Semiparametric Approach to Inference with Nonignorable Missing Data Using Surrogate Information
Sixia Chen, Iowa State University; Jae-Kwang Kim, Iowa State University
2:50 PM
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Self-Weighting Treatment Group Subsamples Using Rejection Sampling in Observational Studies
Jason Colin Legg, Amgen Inc.
2:50 PM
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Regression Calibration for Nonlinear Functions of Mismeasured Predictors
David Yanez, University of Washington; Quenna Wong, Collaborative Health Studies Coordinating Center; Jeffrey R. Wilson, The University of Utah
2:50 PM
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Semiparametric Regression Approaches for Longitudinal Genetic Studies
Yuanjia Wang, Columbia University
3:05 PM
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Measures of Goodness of Fit for the Multidimensional Semiparametric Density Ratio Model
Anastasia Voulgaraki, University of Maryland; Benjamin Kedem, University of Maryland
3:05 PM
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Incorporating Nonresponse Follow-Up Into a Main Survey Data Set
Shin-Jung Lee, University of Michigan; James Lepkowski, University of Michigan; Kristen Olson, University of Nebraska-Lincoln; Dandan Zhang, Westat
3:20 PM
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Tuesday, 08/03/2010
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Fixed vs. Mixed Parameterization in Logistic Regression: Application to Meta-Analysis
Chin-Fang Weng, University of Maryland
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Constrained Estimation with Distorted Data by the Least-Squares Criterion
Luis Frank, University of Buenos Aires
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Does a Hybrid Regression Provide the Optimal Prediction Equation?
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A Regression Tree Application on Soil and Road Dust Pollution
Betül Kan, Anadolu University; Berna Yazici, Anadolu University; Semra Malkoç, Anadolu University; Metin Altan, Anadolu University; Savas Koparal, Anadolu University
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Intradaily Smoothing Splines for Time-Varying Regression Models of Hourly Electricity Load
Virginie Dordonnat, EDF R&D; Marius Ooms, Vrije Universiteit Amsterdam; Siem Jan Koopman, Vrije Universiteit Amsterdam
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Application of Partial Least Squares (PLS) Regression to Determine
Maliha S. Nash, U.S. Environmental Protection Agency; Ricardo D. Lopez, U.S. Environmental Protection Agency
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Segmenting Nonstationary Time Series via Quantile Autoregressions
Ming Zhong, University of California, Davis
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On Semiparametric Exponential Tilt Regression Models
Alan Huang, The University of Chicago; Paul J. Rathouz, The University of Chicago
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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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Proportional Hazards Regression for the Analysis of Failure Time Data with Outcome-Dependent Sampling and Dependent Censoring
Hui Zhang, University of Michigan; John David Kalbfleisch, University of Michigan; Douglas E. Schaubel, University of Michigan
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Power in the Case of Extreme Bimodal Distribution: Analysis of Delirium/Coma-Free Days in the ICU
Jennifer L. Thompson, Vanderbilt University; Ayumi Shintani, Vanderbilt University
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Regression Parameters as Outcomes: Simple vs. Sophisticated Analyses
Reid D. Landes, University of Arkansas for Medical Sciences
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Sample-Size Estimation for the Interaction Between Two Binary Covariates in a Cox Proportional Hazard Regression Model
Abu Minhajuddin, The University of Texas Southwestern Medical Center at Dallas; Xian-Jin Xie, The University of Texas Southwestern Medical Center at Dallas
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Modeling Apartment Characteristic Valuations
Caroline Swiger, Clemson University; Julia Sharp, Clemson University; William Bridges, Clemson University
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What Will Happen to the Power If Dependent and Independent Variables Are Switched?
Youngju Pak, University of Missouri-Columbia; Wade Justin Davis, University of Missouri-Columbia
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Average-Slope Regression
Brian G. Leroux, University of Washington; Adam Omidpanah, University of Washington
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Hierarchical Weakest-Link Models in Cytometry of Lung Tumor Samples
The Minh Luong, University of Pittsburgh; Roger Day, University of Pittsburgh
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Cox Regression Model with Time-Dependant Covariates to Investigate the Impacts of Nonfatal Events on Subsequent Mortality
Huyuan Yang, Boston Scientific Corporation; Hong Wang, Boston Scientific Corporation; Heather Bai, Boston Scientific Corporation
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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Nonlinear Varying Coefficient Models
Esra Kurum, Penn State; Yang (Rick) Wang, Freddie Mac; Runze Li, Penn State; Damla Senturk, Penn State
8:35 AM
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Testing for Gene-Environment and Gene-Gene Interactions Under Monotonicity Constraints
Summer S. Han, National Cancer Institute; Philip S. Rosenberg, National Cancer Institute; Nilanjan Chatterjee, National Cancer Institute
8:35 AM
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Constrained Smoothing of Scatterplots with Applications to Mass Spectrometry Data
Xingdong Feng, National Institute of Statistical Sciences; Nell Sedransk, National Institute of Statistical Sciences
8:50 AM
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Logistic Regression with Floor and Ceiling Effects
David Rindskopf, CUNY Graduate Center
8:55 AM
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Generalized Functional Latent Feature Models with Single-Index Interactions
Raymond Carroll, Texas A&M University; Yehua Li, The University of Georgia; Naisyin Wang, University of Michigan
9:00 AM
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Personalized Medicine Trials in Non-Small Cell Lung Cancer
Michael Kosorok, The University of North Carolina at Chapel Hill; Yufan Zhao, Amgen Inc.; Donglin Zeng, The University of North Carolina at Chapel Hill; Mark Socinski, The University of North Carolina at Chapel Hill
9:00 AM
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A Bayesian Approach to Fitting Mixed Models Using Shape-Restricted Regression Splines
Amber Hackstadt, Colorado State University; Mary Meyer, Colorado State University; Jennifer A. Hoeting, Colorado State University
9:05 AM
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A Penalized Regression Approach in Detection of Nuclear Materials in Shipment to the United States
Xueying Chen, Rutgers University; Jerry Cheng, Rutgers University; Minge Xie, Rutgers University
9:05 AM
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Tolerance Factors in Multiple and Multivariate Linear Regressions
Sumona Mondal, Clarkson University; Kalimuthu Krishnamoorthy, University of Louisiana at Lafayette
9:05 AM
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Imputation-Based Efficient Estimation Procedures for Length-Biased Data Under Semiparametric Regression Models
Hao Liu, Baylor College of Medicine; Jing Qin, National Institute of Allergy and Infectious Diseases; Yu Shen, MD Anderson Cancer Center
9:15 AM
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Empirical Influence Functions for Robust Partial Least Squares Regression
Asuman Seda Turkmen, The Ohio State University; Nedret Billor, Auburn University
9:20 AM
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Least Squares Estimation of Two Ordered Monotone Regression Curves
Kaspar Rufibach, University of Zurich; Fadoua Balabdaoui, Universite Paris-Dauphine; Filippo Santambrogio, Universite Paris-Dauphine
9:20 AM
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Profile Data in the Food Industry
Eric Lagergren, Kraft Foods; Wu Ge, Kraft Foods; Mahesh Padmanabhan, Kraft Foods
9:20 AM
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An Assessment of Quality of Life Among Breast Cancer Survivors in Punjab Using Ordinal Regression
Shahid Kamal, University of the Punjab; Ghausia Masood Gilani, University of the Punjab; Rehan Ahmad Khan, University of the Punjab; Afza Rasul, University of the Punjab
9:20 AM
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Multiple Imputation for Regression Models with Interaction
Soeun Kim, University of California, Los Angeles; Thomas R. Belin, University of California, Los Angeles; Catherine A. Sugar, University of California, Los Angeles School of Public Health
9:20 AM
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Partial Envelopes: A Focused Method for Efficient Estimation in Multivariate Linear Regression
Zhihua Su, University of Minnesota; Ralph Dennis Cook, University of Minnesota
9:35 AM
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Classification and Regression Tree Analysis as an Alternative for Multivariate Regression Modeling: An Application to Medical Device Trials
Jian Huang, Boston Scientific Corporation
9:35 AM
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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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Extending the GLM for Analyzing fMRI Data to a Constrained Multivariate Regression Model
Rajesh Ranjan Nandy, University of California, Los Angeles
9:35 AM
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On Testing a General Linear Hypothesis Under Heteroscedasticity and Its Application
Hubert Janpeing Chen, National Cheng Kung University
9:50 AM
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Wavelet-Based Power Transformation for Long Memory Regression Models with non-Gaussian Errors
Kyungduk Ko, Boise State University
9:50 AM
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Robust Inference in Predictive Regressions
Paulo M.M. Rodrigues, Banco de Portugal; Antonio Rubia, University of Alicante
9:50 AM
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Identifying Temporal Pattern of Adverse Events in Drug-Eluting Stents Studies
Aijun Song, Boston Scientific Corporation; Huyuan Yang, Boston Scientific Corporation; Hsini Terry Liao, Boston Scientific Corporation; Jeff Hersh, Boston Scientific Corporation
9:55 AM
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Classification of Cancer Microarrays by v-Ridge Regression
June Luo, Clemson University
10:35 AM
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A Bayesian Adaptive Design with Biomarkers for Targeted Therapies
Jens C. Eickhoff, Colorado State University; KyungMann Kim, University of Wisconsin-Madison; Jill M. Kolesar, University of Wisconsin-Madison; Jason R. Gee, Lahey Clinic Medical Center
10:35 AM
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Using Hybrid MCMC for Logistic Regression Model Selection
Robert Feyerharm, Independent Consultant
10:35 AM
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Longitudinal Data Analysis: Tackling Dropouts and Those Pesky Outliers
Devan V. Mehrotra, Merck Research Laboratories; Xiaoming Li, Merck Research Laboratories; Jiajun Liu, Merck Research Laboratories
10:50 AM
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A Deterministic Algorithm for the LTS
Tim Verdonck, University of Antwerp; Mia Hubert , Katholieke Universiteit Leuven; Peter Rousseeuw, Katholieke Universiteit Leuven
10:50 AM
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Comparing the Causey-Trager Method to the Multiplicative Cholette-Dagum Regression-Based Method of Benchmarking Sub-annual Data to Annual Benchmarks
Natalya Titova, U.S. Census Bureau; David Findley, U.S. Census Bureau; Brian Carl Monsell, U.S. Census Bureau
10:55 AM
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A Quadratic Regression Approach to Maximize the Mean Simulated Likelihood in Microsimulation Models with Few Parameters
Roman Gulati, Fred Hutchinson Cancer Research Center; Lurdes Inoue, University of Washington; Ruth Etzioni, Fred Hutchinson Cancer Research Center
11:00 AM
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Isotonized Estimation of Cumulative Distribution Functions from Judgment Post-Stratification Data
Xinlei Wang, Southern Methodist University; Ke Wang, Southern Methodist University ; Lynne Stokes, Southern Methodist University
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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Change Line Classification and Regression
Chaeryon Kang, The University of North Carolina at Chapel Hill; Fei Zou , The University of North Carolina at Chapel Hill; Hao Zhu, The University of North Carolina at Chapel Hill; Michael Kosorok, The University of North Carolina at Chapel Hill
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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An Alternative to the Peto Analysis for Two-Year Carcinogenicity Studies and to Tarone's Test for Trend on Censored Survival Data
Arthur Roth, Private consultant
11:35 AM
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Remarks on Robust Nonparametric Imputation
Philip E. Cheng, Academia Sinica
11:35 AM
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Alternative Bayesian Formulation for Robustness to Outliers
Martin Heller, Unemployed
11:35 AM
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Equivalent Sample Sizes in Time Series Regressions
Jaechoul Lee, Boise State University; Robert Lund, Clemson University
11:35 AM
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Assessment of Alternative Weighting Methods for the National Health Interview Survey
David Shaw, University of Maryland; Joe Fred Gonzalez, Jr., National Center for Health Statistics; Meena Khare, National Center for Health Statistics
11:50 AM
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Short-Term Inflation Projections for the Euro Area
Domenico Giannone, ECARES
2:05 PM
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Robust Diagnostic Measures for the Functional Linear Model with Scalar Response
Nedret Billor, Auburn University; Pallavi Sawant, Auburn University
2:05 PM
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Multivariate Dyadic Regression Trees for Sparse Learning Problems
Han Liu, Carnegie Mellon University; Xi Chen, Carnegie Mellon University
2:05 PM
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The Role of Proxy Genes in Predictive Models: An Application to Early Detection of Prostate Cancer
Jay Magidson, Statistical Innovations Inc.; William Oh, Mount Sinai School of Medicine; Robert Ross, Infinity Pharmaceuticals; Philip Kantoff, Dana-Farber Cancer Institute; Karl Wassmann, Source MDx
2:20 PM
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Regression Adjustment and Stratification by Propensity Score in Treatment Effect Estimation
Jessica Amelia Myers, Johns Hopkins Bloomberg School of Public Health; Thomas Louis, Johns Hopkins Bloomberg School of Public Health
2:25 PM
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Bayesian Median Regression for Censored Survival Data via Transform-Both-Sides Model
Debajyoti Sinha, Florida State University; Jian-Chang Lin, Florida State University; Stuart R. Lipsitz, Brigham and Women's Hospital
2:25 PM
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Making Inference for Inequality-Constrained Regression Problems
Jinde Wang, Nanjing University
2:35 PM
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Approximation by Log-Concave Distributions, with Applications to Regression
Lutz Duembgen, University of Bern; Dominic Schuhmacher, University of Bern; Richard Samworth, University of Cambridge
2:35 PM
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Partially Adaptive Estimation of Truncated Regression Models: A Comparison with Several Semiparametric Estimators
Patrick Ansel Turley, Brigham Young University; James B McDonald, Brigham Young University
2:35 PM
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Bus Arrivals and Bunching: A Data-Collection and Analysis Project
Robert Adam Molnar, Bellarmine University
2:45 PM
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A Test of Missing Completely at Random for Regression Data with Nonresponse
Gong Tang, University of Pittsburgh
2:45 PM
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Nonparametric Mixture Regression for Survival Data
Matthew Taddy, Chicago Booth
2:45 PM
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On Spline Regression, Fractal Processes, and Olfactory Coding in Insects
Jan Beran, University of Konstanz; Arno Weiershaeuser, University of Konstanz
2:50 PM
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Free Knots Splines for Generalized Regression
Jing Wang, University of Illinois at Chicago
3:05 PM
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Logistic Regression Analysis of Disabled Employee Data
Berna Yazici, Anadolu University; Betül Kan, Anadolu University; Yener Sisman, Anadolu University; Fatma Kocabas, Anadolu University
3:20 PM
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Inferring Disease-Related Interaction Network
Qi Zhang, Fred Hutchinson Cancer Research Center; Pei Wang, Fred Hutchinson Cancer Research Center
3:20 PM
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Reconstruction of Conditional Expectations for Regression Calibration from the Moment Problem
Charles Hagwood, National Institute of Standards and Technology
3:35 PM
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Wednesday, 08/04/2010
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Maximum Likelihood Estimation with Binary Data Regression Models: Small-Sample and Large-Sample Features
Roland C. Deutsch, The University of North Carolina at Greensboro; John M. Grego, University of South Carolina; Brian Habing, University of South Carolina; Walter W. Piegorsch, The University of Arizona
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Comparison of Logistic Regression and Support Vector Machine Models to Predict Diabetes
Wei Yu, CDC; Tiebin Liu, CDC; Rodolfo Valdez, CDC; Marta Gwinn, CDC; Nicole Dowling , CDC; Muin J. Khoury, CDC
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Comparison of Estimation Methods for Logistic Regression Models with Multiple Random Effects Between Statistical Packages
Yoonsang Kim, Institute of Health Research and Policy; Young-Ku Choi, Institute of Health Research and Policy; Sherry Emery, Institute of Health Research and Policy
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Statistical Analysis of Bipartite and Multipartite Ranking by Convex Risk Minimization
Kazuki Uematsu, The Ohio State University; Yoonkyung Lee, The Ohio State University
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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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Experts vs. Equations: A Case Study in the Prediction of NBA Games
Michele Meisner, The College of New Jersey; Chamont Wang, The College of New Jersey; Danielle Zanghi, The College of New Jersey; James Fitzpatrick, The College of New Jersey
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Bayesian Goodness-of-Fit Test and Semiparametric Generalization with Measurement Data
Angela Schoergendorfer, University of Kentucky; Adam J. Branscum, University of Kentucky; Timothy Edward Hanson, University of Minnesota
|
Are Some Vehicle Colors Safer Than Others?
Peter William Hovey, University of Dayton/Air Force Academy; Deogratias Eustace, University of Dayton; Stephen Owusu-Ansah, University of Dayton
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Fast Euclidean Embedding of Ordinal Nearest Neighbor Graphs
Brent Shannon Castle, Indiana University; Faming Liang, Texas A&M University; Michael Trosset, Indiana University
|
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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Block-Regulized Regression for Identifying CNV in Gene Expression Data
Yanming Li, University of Michigan
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SAS Macro for Multiple Simple Logistic Regression Analyses with Application to Predictors of New Onset Diabetes After Renal Transplant (NODAT)
Brie N. Noble, Mayo Clinic; Amylou C. Dueck, Mayo Clinic; Joseph G. Hentz, Mayo Clinic; Qing Wu, Mayo Clinic; Harini A. Chakkera, Mayo Clinic
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Variable Selection in Censored Quantile Regression
Huixia Wang, North Carolina State University; Jianhui Zhou, University of Virginia
8:35 AM
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Estimating Direct Effects on a Dichotomous Outcome Using Logistic Structural Direct Effect Models
Stijn Vansteelandt, Ghent University
8:35 AM
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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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Spatial Regression Using Kernel-Averaged Predictors
Matthew Joseph Heaton, Duke University; Alan E. Gelfand, Duke University
8:35 AM
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Estimation of Minimum Mortality Rates and Excess Mortality from Regional Data
Ronald Gangnon, University of Wisconsin
8:50 AM
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Imputation Methods for Wave Nonresponse in Panel Surveys
Kyu-Seong Kim, University of Seoul
8:50 AM
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Maximum Likelihood--Based Inference of Metadata via EM Algorithm
Ming-Hui Chen, University of Connecticut; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Arvind K. Shah, Merck Research Laboratories; Jianxin Lin, Merck Research Laboratories
8:55 AM
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Mixtures of Regression with Unknown Symmetric Error Density
Weixin Yao, Kansas State University; Shaoli Wang, Shanghai University of Finance and Economics; Chunrong Ai, University of Florida
8:55 AM
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Consistency in Multidivariate Convex Regression
Emilio Francisco Seijo, Columbia University; Bodhisattva Sen, Columbia University
9:15 AM
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Using SRMI for Nonresponse Adjustments in IRS' Taxpayer Compliance Studies
Karen Masken, IRS; Wei Liu, IRS; Getaneh Yismaw, IRS
9:20 AM
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Studying Simulated Mass Layoff Events and Employment/Unemployment Data with Factor Analysis, Multiple Regression, and Bayesian Methods
Zhe (Jason) Liu, Iowa State University; Mack Shelley, Iowa State University
9:20 AM
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Bayesian Partition Models for Detecting Interactions
Jun Liu, Harvard University
10:35 AM
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Discovering Regression Structure with a Bayesian Ensemble
Edward I. George, University of Pennsylvania
10:35 AM
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Intersecting Variance Function Regression and Hierarchical Age-Period-Cohort Analysis, with Applications to the Study of Self-Reported Health
Kenneth C. Land, Duke University; Hui Zheng, Duke University
10:35 AM
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Forecasting Corporate Bankruptcy: International Evidence
Shaonan Tian, University of Cincinnati; Yan Yu, University of Cincinnati
10:35 AM
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Taking Serial Correlation Seriously: An Illustration from an Assessment of Temporal Trend of Racial Disparity in Chlamydia Prevalence Among Black and White Women
Lin H. Tian, CDC; Catherine L. Satterwhite, CDC; Jim R. Braxton, CDC; Samuel L. Groseclose, CDC
10:50 AM
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Baysian Semiparametric Regression Under Competing Risks
Xiaolin Fan, Novartis Pharmaceuticals Corporation; Purushottam W. Laud, Medical College of Wisconsin
10:55 AM
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Collider Stratification Bias as a Threat to Validity in U.S.-Based Health Disparities Research
Whitney R. Robinson, University of Michigan; Jay Kaufman, McGill University
10:55 AM
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Structured Penalties for Generalized Functional Linear Models (GFLM)
Jaroslaw Harezlak, Indiana University School of Medicine; Tim Randolph, Fred Hutchinson Cancer Research Center; Ziding Feng, Fred Hutchinson Cancer Research Center
11:15 AM
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Understanding Immune Response with mRNA-SEQ Gene Expression Data
Ann Oberg, Mayo Clinic; Diane Grill, Mayo Clinic; Brian Bot, Mayo Clinic; Yan Asmann, Mayo Clinic; Gregory Poland, Mayo Clinic; Terry Therneau, Mayo Clinic
11:25 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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Simulation of Incorporating the Variance from Missing Data in Census Coverage Measurement (CCM) Variance Estimates
Richard Griffin, U.S. Census Bureau
11:50 AM
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Bayesian Semiparametric Models for Testing Single and Multiple Genetic Pathway Effects in Prostate Cancer
Sounak Chakraborty, University of Missouri-Columbia
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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Variable Selection via Smoothing Spline Adaptive Response Transformation
Wenxuan Zhong, University of Illinois
11:55 AM
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Nonparametric and Semiparametric M-Quantile Inference for Longitudinal Data
Nikos Tzavidis, CSSR; Nicola Salvati, DSMAE; Hukum Chandra, IASRI; Raymond Chambers, CSSM
2:05 PM
|
Penalized Convex Minimization
Cun-Hui Zhang, Rutgers University
2:05 PM
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Some Applications of the Nonparametric Regression Model to Air Pollution Data
Javier Olaya, Universidad del Valle
2:05 PM
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Regularization, Sparsity, and Rank Restrictions in High-Dimensional Regression
Alan Julian Izenman, Temple University
2:05 PM
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Adaptive Dose Finding Using the 'Maximizing Procedure': Case Study and Missing Data Simulation
Kenneth Liu, Merck & Co., Inc.
2:25 PM
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Penalized Functional Regression
Jeff Goldsmith, Johns Hopkins Bloomberg School of Public Health; Jennifer Feder, Johns Hopkins Bloomberg School of Public Health; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
2:25 PM
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Nonparametric Regression in Some Nonstandard Sampling Situations
Alan H. Dorfman, Bureau of Labor Statistics
2:30 PM
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Marginal Analysis of Linear Model with Application to Testing for Resting Energy Expenditure Model
Junyi Zhang, Columbia University; ZiMian Wang, St. Luke's-Roosevelt Hospital; Zhiliang Ying, Columbia University
2:35 PM
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Functional Connectivity Growth Charts
Philip T. Reiss, New York University; Lei Huang, New York University; Eva Petkova, New York University; Michael P. Milham, New York University; F. Xavier Castellanos, New York University
2:45 PM
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Multiscale Factor Models for Molecular Networks
Justin Guinney, Sage Bionetworks
2:45 PM
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Identification of Power Distribution Mixtures Through Regression of Exponentials
Wen-Jang Huang, National University of Kaohsiung
2:50 PM
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Correlated Component Regression: A Prediction/Classification Methodology for Possibly Many Features
Jay Magidson, Statistical Innovations Inc.
2:50 PM
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Bayesian Nonparametric Estimation of Regression Models in Event History Analysis
Pierpaolo De Blasi, University of Turin/Collegio Carlo Alberto
3:05 PM
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The Effect of Light on the Growth and Morphology of the Threatened Seagrass Halophila johnsonii
Dexter C. Whittinghill, Rowan University; Courtney E. Richmond, Rowan University; Kamille K. Hammerstrom, Moss Landing Marine Laboratories
3:05 PM
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Case-Control Sampling for Longitudinal Studies
Paul J. Rathouz, The University of Chicago; Jonathan Schildcrout, Vanderbilt University
3:20 PM
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Nonparametric Endogenous Poststratification Estimation
Jay Breidt, Colorado State University; Mark Dahlke, Colorado State University; Jean Opsomer, Colorado State University; Ingrid Van Keilegom, Université Catholique de Louvain
3:20 PM
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Effect of Age at Transfer on Survival Among Preterm Newborns
Kenneth Pietz, Baylor College of Medicine; Jochen Profit, Texas Children's Hospital; Gould Jeffrey, Stanford University Medical Center
3:20 PM
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Estimation of Odds Ratio with Rare Event Case: A Simulation Study Based on Hospitalized Flu Vaccine Study
Qingxia Chen, Vanderbilt University; Yuwei Zhu, Vanderbilt University; Helen K.B. Talbot, Vanderbilt University; Marie R. Griffin, Vanderbilt University; Kathryn M. Edwards, Vanderbilt University
3:20 PM
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Thursday, 08/05/2010
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Penalized Regression Methods for Ranking Variables by Effect Size, with Applications to Genetic Mapping Studies
Nam-Hee Choi, University of Michigan; Kerby Shedden, University of Michigan; Ji Zhu, University of Michigan
8:35 AM
|
On the Ability of Breast Cancer-Associated SNPs to Augment Clinical Variables in Predicting Breast Cancer Risk
Ross L. Prentice, Fred Hutchinson Cancer Research Center; David A. Hinds, Perlegen Sciences
8:35 AM
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A Relative Measure of Effect Size for Paired Data Generalizing the Wilcoxon Matched-Pairs Signed-Ranks Test Statistic
Robert Gordon Newcombe, Cardiff University
8:35 AM
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A Review of Time-Dependent ROC Curve for Evaluating the Prognosis Capacity of Biomarkers and Semiparametric Regression Methods
Nan Hu, The University of Utah; Xiao-Hua Zhou, University of Washington
8:55 AM
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Estimation of Multiple Noncrossing Quantile Regression Functions
Yufeng Liu, The University of North Carolina at Chapel Hill; Yichao Wu, North Carolina State University
9:00 AM
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Quantile Regression Methods for Doubly Censored Data from Registry Studies
Shuang Ji, Emory University; Limin Peng, Emory University; Yu Cheng, University of Pittsburgh; Huichuan Lai, University of Wisconsin
9:05 AM
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Semiparametric Approach to Quantile Regression for Random Coefficients Models
Mi-Ok Kim, Cincinnati Children's Hospital Medical Center
9:15 AM
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Regression and Classification with Gene Networks
Wei Pan, University of Minnesota; Xiaotong Shen, University of Minnesota
9:15 AM
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Quantile Regression Adjusting for Dependent Censoring
Ruosha Li, Emory University; Limin Peng, Emory University
9:20 AM
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Optimal Designs for Binary Logistic Regression with a Qualitative Classifier
Karabi Sinha, University of California, Los Angeles
9:20 AM
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Asymptotic Theory for Q-Learning with Support Vector Regression Under Right Censoring
Yair Goldberg, The University of North Carolina at Chapel Hill; Michael Kosorok, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill; Yufan Zhao, Amgen Inc.
9:25 AM
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The Proportional Odds Model with an Anchor
David Oakes, University of Rochester
9:35 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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A Comparison of Rank-Based Methods for Mixed Models
John Kloke, Bucknell University; Joseph W. McKean, Western Michigan University; M. Mushqur Rashid, FDA
9:35 AM
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On Sample Sizes in a Longitudinal Survey
Andrew Vogt, Georgetown University; Dhiren Ghosh, Synectics for Management Decisions Inc.
10:05 AM
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Assessing Gene-Set Association in Genomewide Association Studies
Lin Chen, Fred Hutchinson Cancer Research Center; Li Hsu, Fred Hutchinson Cancer Research Center
10:35 AM
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Variable Selection in the Kernel Machine Framework via the Garrote Kernel Selector
Michael C. Wu, The University of North Carolina at Chapel Hill
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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A Family of Enhanced Ridge Regressions in Comparison with Adjusted Shapley Model
Stan Lipovetsky, GfK Custom Research North America
10:35 AM
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HARK: A New Approach for Regression with Functional Predictors
Dawn B. Woodard, Cornell University
10:35 AM
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A Semiparametric Estimation of Mean Function with Nonignorable Missing Data
Cindy Long Yu, Iowa State University
10:35 AM
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A Gaussian Process Regression Approach to a Single-Index Model
Taeryon Choi, Korea University; Jian Qing Shi, University of Newcastle; Bo Wang, University of York
10:35 AM
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Evaluation of Alternative Methods for Constructing Pediatric Growth Charts Based on the 2000 CDC Growth Charts
Rong Wei, National Center for Health Statistics; Lester Randolph Curtin, CDC
10:50 AM
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A New Residual for Ordinal Outcomes
Chun Li, Vanderbilt University; Bryan E. Shepherd, Vanderbilt University
10:50 AM
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A Robust Statistical Framework for eQTL Analysis
Mohamedou Sow, Samuel Lunenfeld Research Institute; Gilles Durrieu, University Bordeaux 1; Laurent Briollais, Samuel Lunenfeld Research Institute
10:50 AM
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Estimating Odds Ratio for Logistic Regression in Multicenter Trials When Data Are Sparse
Xiaomin He, ICON Clinical Research
11:05 AM
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Nonparametric Approaches to ROC Regression
Sean Devlin, University of Washington; Scott Emerson, University of Washington
11:05 AM
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Analysis of Number of Recurrent Events with Early Withdrawals
Kim Hung Lo, Johnson & Johnson; Bin Zou, Johnson & Johnson; Jiandong Lu, Johnson & Johnson
11:20 AM
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Principal Trend Ratio Regression: Comparing Nonlinear Longitudinal Trajectories Between Groups via a Ratio of Inter-Period Changes When a Linear Trend Fits Poorly
Robert M Boudreau, University of Pittsburgh
11:20 AM
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Parsimonious Models for Classifying Proteomic MS Data
Chris Fraley, Insilicos LLC; Bryan Prazen, Insilicos LLC; Mark Seligman, Insilicos LLC
11:20 AM
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A CAR Model on Quality of Life of Breast Cancer Survivors with Application of an Ancillarity Sufficiency Interweaving Scheme
Yajun Liu, University of Missouri
11:35 AM
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Varying-Coefficient Functional Linear Regression
Yichao Wu, North Carolina State University; Jianqing Fan, Princeton University; Hans-Georg Mueller, University of California, Davis
11:35 AM
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Identification of Protein Phosphorylation Sites Using Zero-Inflated Poisson Regression
Shu Yang, Boston University; Eric Kolaczyk, Boston University; Simon Kasif, Boston University; Martin Steffen, Boston University
11:35 AM
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High-Dimensional Heteroscedastic Regression with Applications in eQTL Data Analysis
Zhongyin John Daye, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
11:35 AM
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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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Kernel Estimation of Time Series: An Asymptotic Theory
Weibiao Wu, The University of Chicago; Yinxiao Huang, The University of Chicago; Yibi Huang, The University of Chicago
11:55 AM
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