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Sunday, 08/01/2010
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Finding Quantitative Trait Loci Genes in Experimental Crosses with Targeted Maximum Likelihood Estimation in a Semiparametric Model
Hui Wang, University of California, Berkeley
2:05 PM
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A Parametric Bootstrap Procedure for the Generalized Exponential Distribution Under Progressive Type-I Interval Censoring
Yuhlong Lio, The University of South Dakota; Din Chen, Georgia Southern University
2:05 PM
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Estimation of a Discrete Monotone Distribution
Hanna Jankowski, York University
2:20 PM
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A Probabilistic Group Independent Component Analysis Model and a Fast Approximate Estimation Approach
Ying Guo, Emory University
2:45 PM
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Comparison of the Effectiveness of Three Novel Statistical Methods for Biomarker Selection with Application to an HIV Infection Data Set
Bosny J. Pierre-Louis, The University of North Carolina at Chapel Hill
4:05 PM
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Value-Added Assessment Models with Continuous and Categorical Responses
Sharon Lohr, Arizona State University; Jennifer Broatch, Arizona State University
4:05 PM
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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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The Relative Performance of Collaborative Double Robust Targeted Maximum Likelihood Estimators
Kristin E. Porter, University of California, Berkeley; Susan Gruber, University of California, Berkeley; Jasjeet Sekhon, University of California, Berkeley; Mark J. Van der Laan, University of California, Berkeley
4:20 PM
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Assessment of Drug Effects in Xenograft Models Using Constrained Parametric Maximum Likelihood Estimations
Hong-Bin Fang, University of Maryland Greenebaum Cancer Center
4:25 PM
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A Life-Time Model with Random Number of Components in a Series System
Ram C. Tripathi, The University of Texas at San Antonio; Ramesh C. Gupta, University of Maine
4:35 PM
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Pointwise Nonparametric Maximum Likelihood Estimator of Survivor Functions Under Stochastic Ordering Constraint
Yong Seok Park, University of Michigan; Jeremy Taylor, University of Michigan; John David Kalbfleisch, University of Michigan
4:50 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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Monday, 08/02/2010
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Association Study of Health Outcomes Based on Combined Data from Primary and Ancillary Surveys
Tianle Hu, University of Michigan; Trivellore Raghunathan, University of Michigan; Ana Diez-Roux, University of Michigan
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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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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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Orthonormally Constrained Optimization with Application to Regularized PCA
Trevor Park, University of Florida
9:05 AM
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Nonparametric Maximum Likelihood Estimation for Mixtures with Partial Priors
Ji-Ping Wang, Northwestern University
9:15 AM
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Software for Targeted Maximum Likelihood Estimation
Susan Gruber, University of California, Berkeley; Mark J. Van der Laan, University of California, Berkeley
9:20 AM
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Association Analysis of Untyped SNPs: Maximum Likelihood and Imputation Methods
Danyu Lin, The University of North Carolina at Chapel Hill
9:25 AM
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Semiparametric Transformation Models for Multiple Biomarkers in ROC Analysis
Eunhee Kim, Brown University; Donglin Zeng, The University of North Carolina at Chapel Hill
9:35 AM
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Analysis of Constrained Generalized Linear Models with Missing Data
Karelyn Davis, Carleton University/Health Canada; Sanjoy Sinha, Carleton University; Chul Gyu Park, Carleton University
9:35 AM
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Maximum Likelihood Estimation in Generalized Linear Models with Censored Covariate Data
Ryan May, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Haitao Chu, The University of North Carolina at Chapel Hill
9:50 AM
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Analysis of Untyped SNPs: Maximum Likelihood and Single Imputation Methods
Yijuan Hu, The University of North Carolina at Chapel Hill; Danyu Lin, The University of North Carolina at Chapel Hill
9:50 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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Autologistic Models for Binary Data on a Lattice
John Hughes, Penn State; Murali Haran, Penn State; Petrutza Caragea, Iowa State University
2:05 PM
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A New Likelihood-Based Density Estimation Method
Ilya Shvartsman, Penn State Harrisburg
2:35 PM
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Variable Importance Estimation in a Kaiser Permanente Database
Sherri Rose, University of California, Berkeley; Bruce Fireman, Kaiser Permanente; Mark J. Van der Laan, University of California, Berkeley
3:05 PM
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Tuesday, 08/03/2010
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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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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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Latent Class-Profile Analysis: An Application to Stage-Sequential Process of Under-Age Drinking Behaviors
Hwan Chung, Ewha Womans University
9:35 AM
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A Comparison of Statistical Methods to Estimate Descriptive Statistics for Left-Censored Data
Maya Sternberg, CDC
10:35 AM
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Constrained Nonparametric Estimation Using Ranked-Set Sampling with a Covariate
Jesse Frey, Villanova University
10:55 AM
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Change-Point Analysis of Survival Data with Application in Clinical Trials
Xuan Chen, sanofi pasteur; Michael Baron, The University of Texas at Dallas
11:05 AM
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A Shrinkage Approach to Fixed Effects Estimation of Nonlinear Panel Data Models
Dalia A. Ghanem, University of California, San Diego
2:05 PM
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Nonparametric Functional Mapping of Quantitative Trait Loci
Jie Yang, St. Jude Children's Research Hospital; George Casella, University of Florida; Rongling Wu, Penn State
2:30 PM
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Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis
Cumhur Yusuf Demirkale, University of Florida; Dan Nettleton, Iowa State University; Tapabrata Maiti, Michigan State University
2:55 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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Minimum Quantile Distance Estimation of Quantiles Using Linear Combinations of Standard Quantile Functions as Models
Dean H. Fearn , California State University, East Bay; Elliott Nebenzahl, California State University, East Bay
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An Analysis for Incomplete Warranty Data Based on a Pseudo-Likelihood Method
Yu Qiu, Iowa State University
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Bias Correction for Rare Events in Self-Controlled Case Series Design of Vaccine Safety
Chan Zeng, Kaiser Permanente Colorado; Jason M. Glanz, Kaiser Permanente Colorado; Sophia R. Newcomer, Kaiser Permanente Colorado; Stanley Xu, Kaiser Permanente Colorado
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Statistical Methods for Estimating a Minimum
Shiyao Liu, Iowa State University; William Q. Meeker, Iowa State University
8:35 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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The Nonparametric Maximum Likelihood Estimation for Gaussian Mixture Innovations of GARCH Model
Taewook Lee, Hankuk University of Foreign Studies; Byungtae Seo, Texas Tech University
9:35 AM
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Almost Unbiased Maximum Likelihood Estimation for the Generalized Pareto Distribtion and Value at Risk
David E. Giles, University of Victoria; Hui Feng, King's College/The University of Western Ontario
10:50 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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Deinterleaving Markov Processes via Penalized Maximum Likelihood
Marcelo J. Weinberger, Hewlett-Packard Laboratories; Gadiel Seroussi, Hewlett-Packard Laboratories; Wojciech Szpankowski, Purdue University
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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Thursday, 08/05/2010
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Estimating and Testing the Blocked Compound Symmetry Covariance Structure for Doubly Multivariate Data
Anuradha Roy, The University of Texas at San Antonio; Ricardo Leiva, Universidad Nacional de Cuyo
8:35 AM
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Penalized EM in Binomial Models with Missing Categorical Covariates
John R. Stevens, Utah State University; Jeremiah Rounds, Purdue University; David I. Schlipalius, Queensland Government
8:35 AM
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Semiparametric Linear Transformation Models for Interval-Censored Failure Time Data
Bin Zhang, The University of Alabama at Birmingham; Lianming Wang, University of South Carolina; Zhigang Zhang, Memorial Sloan-Kettering Cancer Center
8:35 AM
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Finite Sample Properties of Minimum Kolmogorov-Smirnov Estimator and Maximum Likelihood Estimator for Right-Censored Data
Jerzy Wieczorek, U.S. Census Bureau; Jong Sung Kim, Portland State University
9:20 AM
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Improving Efficiency of Ratio-Type Estimators Through Order Statistics
Evrim Oral, Louisiana State University Health Sciences Center
9:20 AM
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Detection of Cardiac Alternans via Statistical Analysis of Eigenvalues of a Dynamical System
Adam Petrie, University of Tennessee
9:20 AM
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Quasi-Maximum Likelihood Estimation of Volatility with High-Frequency Data
Dacheng Xiu, Princeton University
9:25 AM
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Maximum Likelihood Method for Linear Transformation Models with Generalized Case-Cohort Sampling
Yuan Yao, Hong Kong University of Science and Technology
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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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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Spatial Scan Statistics with Overdispersion
Tonglin Zhang, Purdue University
11:15 AM
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Secondary Phenotype Data Analysis in Case-Control Genomewide Association Studies
Huilin Li, National Cancer Institute; Mitchell H. Gail, National Cancer Institute; Sonja Berndt, National Cancer Institute; Nilanjan Chatterjee, National Cancer Institute
11:50 AM
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Reliability Analysis Based on Warranty Data with Sale and Report Lag
Shuen-Lin Jeng, National Cheng Kung University
11:50 AM
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Approximate Maximum Likelihood Estimation for Diffsuion Processes
Song X. Chen, Iowa State University/Peking University; Jing-Yuan Chang, Peking University
11:55 AM
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