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Keyword Search Criteria: covariate returned 69 record(s)
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Sunday, 07/30/2017
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Rerandomization: a Flexible Framework for Experimental Design
Kari Lock Morgan, Penn State University
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Matrix Completion with Covariate Information
Xiaojun Mao, Iowa State University; Song Xi Chen, Iowa State University; Raymond Wong, Iowa State University
2:20 PM
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Model Validation and Influence Diagnostics for Regression Models with Missing Covariates
Paul Bernhardt, Villanova University
2:20 PM
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Balanced Covariates with Response Adaptive Randomization
Benjamin Saville, Berry Consultants
2:25 PM
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A Mechanistic Nonlinear Model for Censored and Mis-Measured Covariates in Longitudinal Models, with Application in AIDS Studies
Hongbin Zhang, CUNY (SPH); Hubert Wong, CIHR CTN; Lang Wu, UBC
2:35 PM
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A Joint Logistic Regression and Covariate-Adjusted Continuous-Time Markov Chain Model with Application in Predicting 6-Month Outcome After Traumatic Brain Injury
Maria Laura Rubin, Department of Biostatistics, University of Texas Health Science Center at Houston ; Wenyaw Chan, University of Texas Health Science Center at Houston School of Public Health; Jose-Miguel Yamal, University of Texas Health Science Center School of Public Health; Claudia Sue Robertson, Department of Neurosurgery, Baylor College of Medicine
4:20 PM
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Finding needles in a haystack? Covariate Information for Feature Screening in Ultrahigh-Dimensional Data
Debmalya Nandy, Penn State University; Francesca Chiaromonte, Penn State University; Runze Li, The Pennsylvania State University
4:50 PM
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Multiply Robust Estimation for Causal Treatment Effect and Average Treatment Effect Among Treated When Treatment Heterogeneity Exists
Lu Wang, University of Michigan; Peisong Han, University of Waterloo; Daniel Almirall, University of Michigan
5:05 PM
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ESTIMATION of AVERAGE TREATMENT EFFECTS AMONG MULTIPLE TREATMENT GROUPS by USING ADAPTIVE ENSEMBLE METHOD
Maiying Kong, University of Louisville
5:05 PM
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Monday, 07/31/2017
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Selecting Classification Types for Time-Dependent Covariates to Improve the Marginal Analysis of Longitudinal Data
I-Chen Chen, University of Kentucky; Philip M. Westgate, University of Kentucky
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Impact of Divergence of Training and Testing Sets on Predictive Risk and Measure of Model Complexity
Jieyi Jiang, Ohio State University; Yoonkyung Lee, The Ohio State University; Steven MacEachern, The Ohio State University
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Impact of Covariate Measurement Error on Failure Time Analysis in the Presence of Competing Risks
Carrie Caswell, University of Pennsylvania; Sharon X. Xie, University of Pennsylvania
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Increasing Precision and Removing Conditional Bias by Appropriate Adjustment for Baseline Variables in Randomized Trials
Bingkai Wang, Johns Hopkins Bloomberg SPH; Michael Rosenblum, Johns Hopkins University
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Model-Based Community Detection for Networks with Node Covariates
Boang Liu, University of Michigan; Ji Zhu, University of Michigan
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Inference for Large Networks
Peter Bickel, UC Berkeley; purna sarkar, u. of texas; Soumendu Mukherjee, UC Berkeley
8:35 AM
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Covariate-Powered Weighted Multiple Testing with False Discovery Rate Control
Huber Wolfgang, EMBL; Nikos Ignatiadis, Stanford University
8:55 AM
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Impact of Divergence of Training and Testing Sets on Predictive Risk and Measure of Model Complexity
Jieyi Jiang, Ohio State University; Yoonkyung Lee, The Ohio State University; Steven MacEachern, The Ohio State University
8:55 AM
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Data-Driven Penalization for High-Dimensional Regression and Classification Using External Covariates
Britta Velten, EMBL Heidelberg; Wolfgang Huber, EMBL Heidelberg
9:15 AM
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Additive Rate Model for Recurrent Event Data with Intermittently Observed Time-Dependent Covariates
Tianmeng Lyu, Univ. Minnesota Biostatistics Dept.; Xianghua Luo, University of Minnesota; Chiung-Yu Huang, Johns Hopkins University
9:35 AM
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Model-Based Community Detection for Networks with Node Covariates
Boang Liu, University of Michigan; Ji Zhu, University of Michigan
10:15 AM
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High-Dimensional Propensity Score via Covariate Balancing
Yang Ning, Cornell University; Sida Peng, Cornell University ; Kosuke Imai, Princeton University
10:35 AM
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Selecting Classification Types for Time-Dependent Covariates to Improve the Marginal Analysis of Longitudinal Data
I-Chen Chen, University of Kentucky; Philip M. Westgate, University of Kentucky
10:40 AM
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A Site-Adjusted Approach to the Covariate-Adjusted Response-Adaptive Allocation Design in Multi-Center Trials
Brian Di Pace, Virginia Commonwealth Univ; Roy T Sabo, Virginia Commonwealth University
10:50 AM
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Diagnosing the Diagnostic: a Simulation Study of the Omnibus Test for Covariate Balance
Lauren Vollmer, Mathematica Policy Research
11:05 AM
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Impact of Covariate Measurement Error on Failure Time Analysis in the Presence of Competing Risks
Carrie Caswell, University of Pennsylvania; Sharon X. Xie, University of Pennsylvania
11:15 AM
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Adaptive Sparse Estimation with Side Information
Trambak Banerjee, USC; Gourab Mukherjee, University of Southern California; Wenguang Sun, University of Southern California
11:20 AM
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Increasing Precision and Removing Conditional Bias by Appropriate Adjustment for Baseline Variables in Randomized Trials
Bingkai Wang, Johns Hopkins Bloomberg SPH; Michael Rosenblum, Johns Hopkins University
11:40 AM
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Average Causal Effect Estimation Allowing Covariate Measurement Error - Method Review
Zhou Feng; Elande Baro, FDA; Yi Huang, UMBC
2:05 PM
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Group Variable Selection with Compositional Covariates
Anna Plantinga, University of Washington; Michael C. Wu, Fred Hutchinson Cancer Research Center
2:20 PM
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Optimum Designs for Nonlinear Models in the Presence of Multiple Covariates
Mahbub AHM Latif, St. Luke's International University; Barbara Bogacka, Queen Mary, University of London; Steven G Gilmour, King's College London
2:35 PM
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Variable Selection for Expanding Covariate Space and High-Dimensional Discrete Spatial Data
Abdhi Sarkar, Michigan State University; Chae Young Lim , Seoul National University; Tapabrata Maiti, Michigan State University
3:05 PM
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Tuesday, 08/01/2017
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Adjustment of Multi-Sample U-Statistics to Right Censored Data with Confounding Covariates
YICHEN CHEN, DEPARTMENT OF BIOSTATISTICS, UNIVERSITY OF FLORIDA; Somnath Datta, University of Florida
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On the Estimation of Risk Difference in the Presence of Continuous Baseline Covariates
Hua Ma, Merck; Robin Mogg, Merck
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A Case Study Evaluating Time Varying Covariate and Competing Risk for Efficacy Evaluation in Survival Analyses
Yang Xu, BioStat Solutions, Inc.
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Parsimonious Modeling for Kinematic Data
Md Islam, North Carolina State University; Jonathan W. Stallings, North Carolina State University
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Contextualizing Sensitivity Analysis in Observational Studies: Calculating Bias Factors for Known Covariates
Lucy D'Agostino McGowan; Robert A Greevy, Jr, Vanderbilt University
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Accounting for Baseline Covariates and Missing Data in Regulatory Trials with Longitudinal Designs
Elizabeth Colantuoni, Johns Hopkins University; Jon Steingrimsson, Johns Hopkins University; Aidan McDermott, Johns Hopkins University; Michael Rosenblum, Johns Hopkins University
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Accounting for Baseline Covariates and Missing Data in Regulatory Trials with Longitudinal Designs
Elizabeth Colantuoni, Johns Hopkins University; Jon Steingrimsson, Johns Hopkins University; Aidan McDermott, Johns Hopkins University; Michael Rosenblum, Johns Hopkins University
8:45 AM
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GMM Logistic Regression with Time-Dependent Covariates and Feedback Processes
Kyle M Irimata, Arizona State University
8:55 AM
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Covariate-Adjusted Aligned Rank-Sum Test for Clustered Data with Informative Intra-Cluster Group Size
Somnath Datta, University of Florida; Sandipan Dutta, Duke University
9:15 AM
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On the Estimation of Risk Difference in the Presence of Continuous Baseline Covariates
Hua Ma, Merck; Robin Mogg, Merck
9:20 AM
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Joint Modeling of Longitudinal and Survival Data with a Covariate Subject to a Limit of Detection
Abdus Sattar, Case Western Reserve University; Sanjoy K Sinha, Carleton University
9:25 AM
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Contextualizing Sensitivity Analysis in Observational Studies: Calculating Bias Factors for Known Covariates
Lucy D'Agostino McGowan; Robert A Greevy, Jr, Vanderbilt University
9:50 AM
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New Adaptive Designs of Clinical Trial for Precision Medicine
Feifang Hu, George Washington University
10:35 AM
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A Case Study Evaluating Time Varying Covariate and Competing Risk for Efficacy Evaluation in Survival Analyses
Yang Xu, BioStat Solutions, Inc.
10:40 AM
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Parsimonious Modeling for Kinematic Data
Md Islam, North Carolina State University; Jonathan W. Stallings, North Carolina State University
11:10 AM
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Semiparametric Approaches for Matched Case-Control Studies with Error-In-Covariates
Nels Johnson; Inyoung Kim, Virginia Tech
11:35 AM
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Robust Covariate-Adjusted Multiple Testing
Jianqing Fan, Princeton University; Wen-Xin Zhou, Princeton University; Koushiki Bose, Princeton University; Han Liu, Princeton University
11:50 AM
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Bayesian Low-Rank Graph Regression Models for Mapping Human Connectome Data
Eunjee Lee, University of Michigan; Hongtu Zhu, The University of Texas MD Anderson Cancer Center; Joseph G Ibrahim, UNC; Yong Fan, University of Pennsylvania
2:05 PM
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R-Estimation of Covariate Effects and Aligned Rank-Sum Tests for a Group Effect in Clustered Data
Sandipan Dutta, Duke University; Somnath Datta, University of Florida
3:05 PM
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Wednesday, 08/02/2017
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Optimally Identify High Value Subgroups of Patients via Baseline Covariates
Florence Yong, Pfizer Inc.; Lu Tian, Stanford University
9:35 AM
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Decorrelation of Covariates for High-Dimensional Sparse Regression
Yuan Ke, Princeton University; Jianqing Fan, Princeton University; Kaizheng Wang, Princeton University
10:50 AM
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Online Decision-Making with High-Dimensional Covariates
Hamsa Bastani, Stanford University; Mohsen Bayati, Stanford University
11:00 AM
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Covariate Assisted Variable Ranking
Zheng Ke, University of Chicago
11:00 AM
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An Optimal Covariate-Adaptive Design to Balance Tiers of Covariates
Fan Wang; Feifang Hu, George Washington University
11:50 AM
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Evaluation of Subgroup-Specific Incremental Value of New Markers for Treatment Selection
Ying Huang, Fred Hutchinson Cancer Research Center
11:55 AM
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Sequential BART for Imputation of Missing Covariates in the Presence of Auxiliary Covariates
Dandan Xu, The University of Texas at Austin; Michael J Daniels, University of Texas at Austin
2:25 PM
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Ratio of Means vs. Difference of Means Non-Inferiority or Equivalence Tests -Difference in Adjustment for Covariates
Wanjie Sun, FDA; Stella Grosser, FDA
2:35 PM
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Nonparametric Inference on a Monotone Covariate-Adjusted Dose-Response Curve
Ted Westling, University of Washington; Marco Carone, University of Washington Department of Biostatistics; Mark J van der Laan, University of California at Berkeley Division of Biostatistics
3:05 PM
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Thursday, 08/03/2017
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Measurement Error in Small Area Estimation: Functional vs. Structural vs. Naive Models
William Bell, U.S. Census Bureau; Gauri Datta, University of Georgia and US Census Bureau; Carolina Franco, U.S. Census Bureau; Hee Cheol Chung, University of Georgia
8:55 AM
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Additive Logistic Model with Stochastic Macro-Economic Covariates for Corporate Bankruptcy Prediction
Xiaorui Zhu, University of Cincinnati, Lindner College of Business; Yan Yu, University of Cincinnati; Shaonan Tian, San Jose State University
9:05 AM
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Integrated Powered Density: Screening Utrahigh-Dimensional Covariates with Survival Outcomes
Hyokyoung (Grace) Hong, Michigan State University; Yi Li, University of Michigan; Xuerong Chen, Southwest University of Finance and Economics
9:15 AM
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Dynamic Association Based on Time-Dependent Risk Factors in Longitudinal Studies
Lihui Zhao, Northwestern University; Kiang Liu, Northwestern University; Colin O. Wu, Office of Biostatistics Research, National Heart, Lung and Blood Institute, NIH; Donald Lloyd-Jones, Northwestern University; Norrina Allen, Northwestern University; Sejong Bae, University of Alabama, Birmingham; Lu Tian, Stanford University
9:15 AM
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Covariate Adjustment Using Propensity Scores for Dependent Censoring Problems in the Accelerated Failure Time Model
Youngjoo Cho; Chen Hu, Johns Hopkins University; Debashis Ghosh, Colorado School of Public Health
9:20 AM
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Matched Bipartite Community Detection with Node Covariates
Jingyi Li, UCLA; Zahra S. Razaee, UCLA; Arash A. Amini, UCLA
9:35 AM
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Model Assessment on Longitudinal Binary Data with Time-Dependent Covariates
Tan Li, Florida International University; Katrina INTERNATIONAL Epnere, Florida International University
11:05 AM
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A Finite Mixture Model Approach to Regression Under Covariate Misclassification
Jingyu He; P. Richard Hahn, University of Chicago Booth School of Business; Michelle Xia, Northern Illinois University
11:35 AM
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Beta Regression for Modeling the ROC as a Function of Continuous Covariates
Sarah Stanley, Baylor University; Jack Tubbs, Baylor University
11:50 AM
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Constructing a Synthetic Control Arm from Previous Clinical Trials, with Application to Cancer Trials
Steven Schwager, Medidata Solutions; Michael Elashoff, Medidata Solutions; Philip Beineke, Medidata Solutions; Ruthanna Davi, Medidata Solutions
11:50 AM
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