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Keyword Search Criteria: ROC returned 249 record(s)
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Sunday, 07/30/2017
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Sufficient Markov Decision Processes with Alternating Deep Neural Networks
Longshaokan Wang, North Carolina State University; Eric Laber, North Carolina State University; Katie Witkiewitz, University of New Mexico
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Bayesian Multispecies Ecological Models for Paleoclimate Reconstruction Using Inverse Prediction
John Tipton, Colorado State University; Mevin Hooten, Colorado State University
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Nonparametric Inference for Point Processes
Tailen Hsing, University of Michigan; Jinqi Shen, University of Michigan
2:05 PM
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Acc: An R Package to Process, Visualize, and Analyze Accelerometer Data
Jae Joon Song, University of Texas Health Science Center; Michael Swartz, The University of Texas Health Science Center At Houston, School of Public Health; Matthew G. Cox, University of Texas MD Anderson Cancer Center; Karen Basen-Engquist, University of Texas MD Anderson Cancer Center
2:05 PM
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Locally-Adaptive Bayesian Nonparametric Models for Multivariate Processes in Phylodynamics
James Faulkner, University of Washington; Vladimir Minin, University of Washington
2:05 PM
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A Copula Model for Analysis of Gap Time Distributions and Illness-Death Processes
Chia-Hui Huang
2:20 PM
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Barycentric Gaussian Processes for Nonparametric Regression
Cheng Li, National University of Singapore; Sanvesh Srivastava, The University of Iowa; David B. Dunson, Duke University
2:25 PM
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Spatial Point Processes on the Sphere
Ege Rubak, Aalborg University
2:30 PM
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Estimating Parameters in Complex Systems with Functional Outputs - a Wavelet-Based Approximate Bayesian Computation Approach
Ruijin Lu, Virginia Polytechnic Institute and State University; Hongxiao Zhu, Assistant Professor, Virginia Tech; Chen Ming, Department of Mechanical Engineering, Virginia Tech; Anupam K. Gupta, Department of Mechanical Engineering, Virginia Tech; Rolf Muller, Department of Mechanical Engineering, Virginia Tech
2:35 PM
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Nonparametric Bayes Multiresolution Testing for High-Dimensional Rare Events
Jyotishka Datta, University of Arkansas, Fayetteville; David Dunson, Duke University
2:45 PM
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Functional Autoregression for Sparsely Sampled Data
Daniel Kowal, Cornell University; David S Matteson, Cornell University; David Ruppert, Cornell University
2:50 PM
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A New Clustered Temporal Point Process Model with Application to Social Media Data
Jingfei Zhang, University of Miami; Yongtao Guan, University of Miami; Hansheng Wang, Peking University; Xuening Zhu, Peking University
2:55 PM
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Semiparametric Inference for the Means of Heavy-Tailed Distributions
Hedibert Lopes, Insper; Matt Taddy, University of Chicago Booth School of Business; Matt Gardner, eBay
3:05 PM
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Condition-Based Maintenance Policy under Gamma Degradation Process
David Han, University of Texas At San Antonio
3:05 PM
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Tukey G-And-H Autoregressive Processes for Non-Gaussian Time Series
Yuan Yan, KAUST; Marc G. Genton, KAUST
3:05 PM
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On a Time Reversal Approach for Testing a Poisson Intensity Against Smooth and Rough Alternatives
Moinak Bhaduri, University of Nevada, Las Vegas
3:20 PM
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An Empirical Bayesian Approach of Reliability Analysis Based on Wiener Degradation Processes
Tsai-Hung Fan
3:35 PM
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Analyzing Recurrent Marker Data in the Presence of a Terminal Event: Does the Terminal Event Form a Source of Informative Censoring?
Mei-Cheng Wang, Johns Hopkins University
4:05 PM
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Robust High-Dimensional Volatility Matrix Estimation for High-Frequency Factor Model
Jianqing Fan, Princeton University; Donggyu Kim, Princeton University
4:05 PM
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Analysis of Centrality in Sublinear Preferential Attachment Trees
Varun Suhas Jog, University of Wisconsin - Madison; Po-Ling Loh, UW-Madison
4:05 PM
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A Novel Integrative Procedure to Detect Copy Number Aberrations (CNA) in Cancer Cell Free DNA Sequence Data
Hua Huang, University of Wisconsin Milwaukee; Chiang-Ching Huang, University of Wisconsin Milwaukee
4:05 PM
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Practical Heteroskedastic Gaussian Process Modeling for Large Simulation Experiments
Mickael Binois; Robert Gramacy, Virginia Tech Department of Statistics; Mike Ludkovski, University of California, Santa Barbara
4:05 PM
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Automated Learning Techniques for Electronic Health Record (EHR) Unstructured Notes
Michael Sanky, Optum; Balaji Ramesh, Optum
4:05 PM
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Comparing the Accuracy of Two Diagnostic Tests in the Analysis of CTC Images for Detecting Colon Polyps
Krishna Saha, Central Connecticut State University
4:05 PM
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Assessing Temporal Uncertainties for Hydroclimatic Feature Comparison
Kevin Nichols, Cal State Fullerton; Thabat Dahdoul, Cal State Fullerton; Thi Ho, Cal State Fullerton; Reza Ramezan, Cal State Fullerton
4:05 PM
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Latent Dirichlet Allocation Topic Models Applied to the Centers for Disease Control and Prevention's Grant Portfolio
Matthew Eblen, Centers for Disease Control and Prevention; Robin Wagner, Centers for Disease Control and Prevention
4:05 PM
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Evaluation the Quality of Electronic Health Record Data
Ying Lu, Department of Biomedical Data Science, Stanford University School of Medicine; Hui Wang, Palo Alto VA Health Care System; Jennifer Shuwen Lee, Stanford University and VA Palo Alto Health Care System; Phiip S Tsao, Stanford University and Palo Alto VA Health Care System
4:25 PM
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Regularity of a Renewal Process Estimated from Binary Data
John Rice, University of Rochester; Robert Strawderman, University of Rochester; Brent A. Johnson, University of Rochester
4:35 PM
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Bayesian Analysis of Infant's Growth Dynamics with In Utero Exposure to Environmental Toxicants
Jonggyu Baek, University of Michigan, Biostatistics; Bin Zhu, NIH/NCI-DCEG-Biostatistics Branch; Peter XK Song, University of Michigan,
4:35 PM
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Leverage Real World Data to Support Drug Safety Surveillance: Cases Studies of the Applications
Xiaofeng Zhou, Pfizer Inc; Andrew Bate, Pfizer
4:45 PM
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Robust Parameter Design Using Computer Experiments
V. Roshan Joseph, Georgia Institute of Technology; Li Gu, Wells Fargo & Company; Shan Ba, Procter & Gamble Company; William Myers, The Procter & Gamble Company
4:45 PM
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Measures of Intra-Tumor Heterogeneity and Their Prognostic Utilities
Ning Xu, New York University; Yongzhao Shao, New York University-School of Medicine
5:05 PM
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B-Spline Imputation Procedures for the Treatment of Item Nonresponse in Surveys
David Haziza, University of Montreal; Camelia Goga, Universite de Bourgogne
5:05 PM
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Nonparametric Functional Calibration of Computer Models
Andrew Brown, Clemson University; Sez Atamturktur, Glenn Department of Civil Engineering, Clemson University
5:05 PM
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Joint Modeling of Marker and Event Processes While Adjusting for Dependent Observation
Richard John Cook, University of Waterloo
5:20 PM
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Optimal Design of Accelerated Degradation Tests for Wiener Degradation Processes with Budget Constraint and Time-Censoring
Jen Tang, Purdue University; Ming-Yung Lee, Providence University
5:20 PM
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Estimating Initial Conditions of Disease Outbreak from Temporally Sparse Data
Trevor Hefley, Kansas State University
5:20 PM
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Adaptive Bayesian Power Spectrum Analysis of Multivariate Nonstationary Time Series
Zeda Li, Temple University; Robert T Krafty, Department of Biostatistics, University of Pittsburgh
5:20 PM
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Bayesian Regression Using an Approximated Solution to the Penalized Least Squares Minimization Problem
Eduardo Trujillo Rivera
5:25 PM
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Bayesian Emulators for Composition Distribution of Kepler's Sub-Neptune Planets
Anirban Mondal, Case Western Reserve University; Angie Wolfgang, The Pennsylvania State University
5:35 PM
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Detecting Circulating Tumor DNA Sequences
Victor Song, University of North Texas
5:35 PM
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Monday, 07/31/2017
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Sample Size Calculation in Clinical Trials with Binary Co-Primary Endpoints or Multiple Testing Procedures
Zuoshun Zhang, Celgene Corporation
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Identifying clusters of cognitive functioning trajectories in elderly: A comparison of three methodologies
Victor Talisa, Department of Biostatistics, University of Pittsburgh; Tianxiu Wang, University of Pittsburgh; Zhongying Xu, University of Pittsburgh; Joyce Chang, University of Pittsburgh
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Understanding the NIH Grant Review Process
Heidi B. Friedman, National Institutes of Health
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A Parametric Test for Comparing ROC Curves from Biomarkers with a Limit of Detection
Maria Pardo, Complutense University of Madrid; Alba María Franco Pereira, Complutense University of Madrid; Christos T. Nakas, University of Thessaly
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Induced Tumor Growth in Rats: Modeling and Estimation
Charles Smith, North Carolina State Univ.; Henry Tuckwell, Monash University
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Implications for Gamma Characteristic of Reconstructed PET Data
Tian Mou, University College Cork; Jian Huang, University College Cork; Finbarr O'Sullivan, University College Cork
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Detecting Trend in Mean of a Continuous Response: Towards a Default Procedure for Toxicological Dose-Response Applications
David Farrar, US EPA
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A Natural Language Processing Approach to Content Analysis of Survey Responses
Mary Ann Guadagno, National Inst of Health; Charles Dumais, NIH/Center for Scientific Review; Calvin A. Johnson, NIH/Center for Information Technology; Daniel Russ, NIH/Center for Information Technology
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CAM2 Network Camera Object Detection Dataset and Analysis
Kent Gauen, Purdue University; Yuxiang Zi, Purdue University; John Laiman, Purdue University; Nirmal Asokan, Purdue University; Yung-Hsiang Lu, Purdue University
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Comparing Two Correlated ROC Curves: a Generalized Pivotal Quantity Approach
Yonggang Zhao, Skyview Research; Qianqiu Li, Johnson and Johnson
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Bayesian Methods for Image Texture Analysis with Applications to Cancer Radiomics
Xiao Li, University of Texas, School of Public Health, Department of Biostatistics; Michele Guindani, University of California, Irvine; Chaan Ng, The University of Texas MD Anderson C; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
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Computer Model Calibration via the Ensemble Kalman Filter
Seiyon Lee, Pennsylvania State University; Murali Haran, Pennsylvania State University; Klaus Keller, Pennsylvania State University
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Heterogeneous Reciprocal Graphical Models
Yang Ni; Peter Mueller, UT Austin; Yitan Zhu, NorthShore University HealthSystem; Yuan Ji, NorthShore University HealthSystem/University of Chicago
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Finding Multiple Outcomes with Similar Linear Models
Tanzy Love, University of Rochester; Amy LaLonde, University of Rochester
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
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Bayesian Methods for Discovering Structure in Neural Spike Trains
Scott Linderman
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On some distributional properties of hierarchical processes
Federico Camerlenghi, University of Bologna; Antonio Lijoi, Bocconi University; Igor Pruenster, Bocconi University
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A Procedure to Control for Population Stratification in Genome-Wide Association Studies with Rare Variants
Zhengyang Zhou, Southern Methodist University; Chao Xing, University of Texas Southwestern Medical Center; Hung-Chih Ku, DePaul University
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Single index model for inhomogeneous spatial point processes
Ji Meng Loh; Yixin Fang, New Jersey Institute of Technology
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Copula-Based Estimation for Markov Models with Detection Limits
Fuyuan Li, George Washington University
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Finite Sample Estimation in General Vector Autoregressive Processes
Mohamad Kazem Shirani Faradonbeh, University of Michigan; Ambuj Tewari, University of Michigan; George Michailidis, University of Florida
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Detecting Earthquake Epicenter Temporal Patterns via Dirichlet Process
Meredith Ray, University of Memphis; Dale Bowman, University of Memphis; Roy Von Arsdale, University of Memphis; Hongmei Zhang, University of Memphis
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Estimation of Locally Stationary Spatial Processes with Application to the American Community Survey
Daniel Weinberg, U.S. Census Bureau; Tucker McElroy, U. S. Census Bureau; Soumendra N Lahiri, North Carolina State University
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Controlling Sources of Inaccuracy in Stochastic Kriging
Wenjia Wang, Georgia Institute of Technology
8:35 AM
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Computer Model Calibration via the Ensemble Kalman Filter
Seiyon Lee, Pennsylvania State University; Murali Haran, Pennsylvania State University; Klaus Keller, Pennsylvania State University
8:50 AM
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Predicted Clinical Outcomes Using an Adaptive Markov Random Jump Model Within a Recursive Process: A Case Study
D. Purkayastha
8:50 AM
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Heterogeneous Reciprocal Graphical Models
Yang Ni; Peter Mueller, UT Austin; Yitan Zhu, NorthShore University HealthSystem; Yuan Ji, NorthShore University HealthSystem/University of Chicago
8:55 AM
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Single index model for inhomogeneous spatial point processes
Ji Meng Loh; Yixin Fang, New Jersey Institute of Technology
9:10 AM
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Identification and Semiparametric Estimation of Causal Effects for Contagious Processes
Elizabeth L Ogburn, Johns Hopkins University
9:15 AM
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
9:20 AM
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Copula-Based Estimation for Markov Models with Detection Limits
Fuyuan Li, George Washington University
9:20 AM
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Finding Multiple Outcomes with Similar Linear Models
Tanzy Love, University of Rochester; Amy LaLonde, University of Rochester
9:30 AM
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Learning Non-Parametric Binary Regression Using Flixible Power Link Function with GP Priors
Abhishek Bishoyi, University of Connecticut; Xiaojing Wang, University of Connecticut; Dipak K Dey, university of connecticut
9:35 AM
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Bayesian Multiscale Spatial Models for Big Data
Raj Guahniyogi, UCSC
9:35 AM
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Finite Sample Estimation in General Vector Autoregressive Processes
Mohamad Kazem Shirani Faradonbeh, University of Michigan; Ambuj Tewari, University of Michigan; George Michailidis, University of Florida
9:35 AM
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Bayesian Methods for Discovering Structure in Neural Spike Trains
Scott Linderman
9:40 AM
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On some distributional properties of hierarchical processes
Federico Camerlenghi, University of Bologna; Antonio Lijoi, Bocconi University; Igor Pruenster, Bocconi University
9:45 AM
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The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks
Kevin Shuai Xu, University of Toledo; Ruthwik Junuthula, University of Toledo; Haghdan Maysam, University of Toledo; Devabhaktuni Vijay, University of Toledo
9:50 AM
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Evaluating Classification Performance of Biomarkers in Two-Phase Case-Control Studies
Lu Wang, Fred Hutchinson Cancer Research Center; Ying Huang, Fred Hutchinson Cancer Research Center
10:05 AM
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Detecting Earthquake Epicenter Temporal Patterns via Dirichlet Process
Meredith Ray, University of Memphis; Dale Bowman, University of Memphis; Roy Von Arsdale, University of Memphis; Hongmei Zhang, University of Memphis
10:15 AM
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A Nonparametric Approach for Partial Areas Under ROC Curves
Hanfang Yang, Renmin Univeristy of China; Kun Lu, Princeton University; Yichuan Zhao, Georgia State University
10:35 AM
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Processing Changes to the Current Population Survey Annual Social and Economic Supplement
Jonathan Rothbaum, U.S. Census Bureau
10:35 AM
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Nonseparable Gaussian Stochastic Process: a Unified View and Computational Strategy
Mengyang Gu, Johns Hopkins University; Yanxun Xu, Johns Hopkins University; Barbara Engelhardt, Princeton University
10:35 AM
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A Markov Switching Causal-Noncausal Autoregressive Model with Application to Economic Bubbles
Anton Lobach, University of Rhode Island. Dept. of Computer Science and Statistics; Gavino Puggioni, University of Rhode Island, Department of Computer Science and Statistics
10:50 AM
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Circulant SSA: a New Automated Procedure for Signal Extraction with Applications to Business Cycle
Eva Senra, University of Alcala; Juan Bógalo, Universidad de Alcalá; Pilar Poncela, European Commission, Joint Research Centre (JRC)
10:50 AM
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Local M-Estimation with Discontinuous Criterion for Dependent and Limited Observations
Myung Hwan Seo, SEOUL NATIONAL UNIVERSITY; Taisuke Otsu, London School of Economics
10:55 AM
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Comparing the Mixing Fractions in a Latent Mixture Model to Investigate Change in Mutational Processes During Cancer Growth and Development
Kimberly Siegmund, Univ of Southern California-School of Medicine; Zhi Yang, University of Southern California; Priyatama Pandey, University of Southern California; Paul Marjoram, University of Southern California; Darryl Shibata, University of Southern California
10:55 AM
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West African Ebola, Zika in the Americas and Direct Likelihood-Based Inference for Stochastic Compartmental Models
Marc A. Suchard, University of California, Los Angeles
11:00 AM
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Large-P Small-N Nonparametric Regression and Additive-Interactive Response Functions
Surya T Tokdar, Duke University
11:00 AM
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Estimation of Locally Stationary Spatial Processes with Applications to the American Community Survey
Daniel Weinberg, U.S. Census Bureau; Tucker McElroy, U. S. Census Bureau; Soumendra N Lahiri, North Carolina State University
11:00 AM
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Gaussian Processes for Individualized Continuous Treatment Rule Estimation
Pavel Shvechikov, Higher School of Economics; Evgeniy Riabenko, Higher School of Economics
11:05 AM
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Analysis of Multilevel Complex Survey Data: Comparison of Procedures from Several Software
Lin Dai, Medical University of South Carolina; Mulugeta Gebregziabher, MUSC
11:15 AM
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Statistical Compression and Conditional Emulation
Joseph Guinness, NC State University; Dorit Hammerling, National Center for Atmospheric Research
11:15 AM
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Bayesian Methods for Image Texture Analysis with Applications to Cancer Radiomics
Xiao Li, University of Texas, School of Public Health, Department of Biostatistics; Michele Guindani, University of California, Irvine; Chaan Ng, The University of Texas MD Anderson C; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
11:20 AM
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A Moment-Based Estimation Procedure for Deeply-Nested Hierarchical Models
Ningshan Zhang, New York University; Patrick Perry, New York University; Kyle Schmaus, Stitch Fix
11:20 AM
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Handling Missing Data in Self-Exciting Temporal Point Processes
James Tucker, Sandia National Laboratories; John Lewis, Sandia National Laboratories; Kathy Simonson, Sandia National Laboratories; Johnanthan Lane, Sandia National Laboratories
11:20 AM
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Modeling Computer Network Data Using Markov Modulated Poisson Processes
Mark Briers, Alan Turing Institute
11:25 AM
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Ed Wegman: Contributions in Statistical Text Processing
Elizabeth Leeds Hohman, MITRE
11:25 AM
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Bayesian Gaussian Process Models on Spaces of Sufficient Dimension Reduction
Peter Marcy, Los Alamos National Laboratory
11:35 AM
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Assessment of Utility of Total Kidney Volume for Trial Enrichment
John Lawrence
11:35 AM
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Dynamic Network Monitoring Using Random Graph Theory and Statistical Process Monitoring
James D. Wilson, University of San Francisco; Nathaniel Stevens, University of San Francisco; William H Woodall, Virginia Tech
11:35 AM
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Online Anomaly Detection on Multi-Gigabit Network Streams
Zheng Gao, University of Michigan
11:35 AM
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Gaussian Process Ensembles
Gregory Watson; Donatello Telesca, UCLA
11:50 AM
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A Procedure to Control for Population Stratification in Genome-Wide Association Studies with Rare Variants
Zhengyang Zhou, Southern Methodist University; Chao Xing, University of Texas Southwestern Medical Center; Hung-Chih Ku, DePaul University
12:00 PM
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Bayesian Modeling and Decision Theory for Non-Homogeneous Poisson Point Processes
Jiaxun Chen, University of Missouri-Columbia; Athanasios Micheas, Univ of Missouri- Columbia; Scott H. Holan, University of Missouri
12:05 PM
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A Fast Scalable Procedure for Finding Change Points in Random Graphs
Mingyuan Gao, University of Florida; George Michailidis, University of Florida
12:05 PM
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A Simple and Flexible Graphical Approach for Adaptive Group-Sequential Clinical Trials
Frank Bretz, Novartis AG; Toshifumi Sugitani, Astellas; Willi Maurer, Novartis
2:05 PM
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Modeling and Estimation for Self-Exciting Models of Terrorist Activity
Nicholas Clark; Philip M Dixon, Iowa State University
2:05 PM
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A Spatio-Temporal Cluster Process for Modeling Storm Cells
Charmaine Dean, University of Waterloo; Alisha Albert-Green, University of Toronto
2:05 PM
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Local Variance Estimation in a Spatio-Temporal Process
Eunice Kim
2:20 PM
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Dynamic Prediction of End-Stage Renal Disease Using Longitudinal Biomarkers in a Cohort Study of Chronic Kidney Disease
Liang Li, University of Texas MD Anderson Cancer Center
2:25 PM
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AdaPT: An Interactive Procedure for Multiple Testing with Side Information
William Fithian, UC Berkeley Statistics; Lihua Lei, UC Berkeley Statistics
2:30 PM
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Private False Discovery Rate Control
Weijie Su, University of Pennsylvania; Cynthia Dwork, Harvard University; Li Zhang, Google Inc.
2:35 PM
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Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force
John Ensley
2:35 PM
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An Assessment of Bias in Longitudinal Studies with Outcome-Dependent Visits
John Neuhaus, University of California, San Francisco; Charles McCulloch, University of California, San Francisco
2:55 PM
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Redesigning Introduction to Biostatistics
Kari Lock Morgan, Penn State University
3:20 PM
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A Flexible Joint Longitudinal-Survival Model for a Simultaneous Modeling of Multiple Longitudinal Biomarkers
Sepehr Akhavan Masouleh, UC Irvine; Babak Shahbaba, University of California, Irvine; Alexander Vandenberg-Rodes, UC Irvine; Daniel L. Gillen, University of California, Irvine
3:25 PM
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Tuesday, 08/01/2017
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Statistical Process Control: Myths, Misconceptions, and Applications
Daksha Chokshi, Aerojet Rocketdyne
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Conway-Maxwell-Poisson Process Implementation in R
Diag Davenport, Georgetown University; Kimberly F Sellers, Georgetown University; Darcy Morris, Center for Statistical Research & Methodology, U.S. Census Bureau; Li Zhu, Georgetown University
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Impactful Graphics Using SAS ODS Graphics
Huei-Ling Chen, Merck & Co Inc; Shuping Zhang, Merck & Co Inc; Aiming Yang, Merck & Co Inc; Michael Senderak, Merck & Co Inc
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The Economics of Landownership, Land Tenure, Population Processes, and the Rate of Rent in 1930s Rural China
Matthew Marler; Linda Gail Arrigo, Taipei Medical University, Humanities and Social Science
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Construction of ROC Curves for Measurement Error Models as Classifiers
Mengru Zhang, Stony Brook University; Song Wu, Stony Brook University; Christine DeLorenzo, Stony Brook University; Jie Yang, Stony Brook University
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Bayesian Nonparametric Inference for Bivariate Mean Residual Life Functions
Taha Monfared, csuf office of graduate studies; Valerie Poynor, California State University, Fullerton
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Combining Functional Data with Hierarchical Gaussian Process Models
Valerie Poynor, California State University, Fullerton; Stephan Munch, Southwest Fisheries Science Center
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A New Nonparametric Estimation Method for multi-fractional Gaussian proces and Its Minimax Properties
Jinqi Shen, University of Michigan; Tailen Hsing, University of Michigan
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Modeling and Estimating the Behavior of Photo-Switching Fluorophores in Super-Resolution
Lekha Patel, Imperial College London; Edward Cohen, Imperial College London
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Incomplete U-Processes for Forensic Sufficiency Studies in Questioned Document Examination
Cami Fuglsby, South Dakota State University; Christopher Saunders, South Dakota State University
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Sequential Computer Experiments for Failure Probability Estimation --- a Floor System Example
Hao Chen, University of British Columbia; William James Welch, University of British Columbia
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Multi-Way Interacting Regression via Factorization Machines
Mikhail Yurochkin; Long Nguyen, University of Michigan; Nikolaos Vasiloglou, Infor
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A Gaussian Process Approach for Estimating Treatment Assignment Mechanisms
Brian Vegetabile, University of California, Irvine; Hal Stern, University of California, Irvine
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Bayesian Semiparametric Modeling of Near Infra-Red Spectroscopy Data
Timothy D Johnson, University of Michigan
8:35 AM
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Process Convolution Approaches for Modeling Interacting Trajectories
Henry Scharf, Colorado State University; Mevin Hooten, Colorado State University; Devin Johnson, NOAA Alaska Fisheries Science Center; John Durban, NOAA Southwest Fisheries Science Center
8:35 AM
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Summarizing Diagnostic Test Accuracy via an Affinity-Based Measure
Bradley Barney, Brigham Young University; Miguel de Carvalho, University of Edinburgh; Garritt L. Page, Brigham Young University
8:35 AM
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A Mixture of Gaussian and Student's T Errors for a Robust and Accurate Parameter Estimation
Hyungsuk Tak, SAMSI; Justin A. Ellis, Jet Propulsion Laboratory; Sujit K Ghosh, North Carolina State University
8:50 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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Sparse Dynamic Spatio-Temporal Modeling Using Implied Advection
Robert Richardson, Brinham Young University
8:55 AM
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Risk Screening for Alzheimer's Disease Progression with Volume Under the ROC Surface
Yu Cheng, University of Pittsburgh Department of Statistics
9:15 AM
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Bayesian Inference in the Presence of Intractable Normalizing Functions
Jaewoo Park, Penn State University
9:20 AM
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Multi-Resolution Approximations of Gaussian Processes for Big Spatial Data
Wenlong Gong, Texas A&M University
9:20 AM
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Sequential Computer Experiments for Failure Probability Estimation --- a Floor System Example
Hao Chen, University of British Columbia; William James Welch, University of British Columbia
9:20 AM
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Semiparametric Bayes Inference of Gap-Time Distribution with Recurrent Event Data
AKM Fazlur Rahman, University of Alabama at Birmingham; Edsel Aldea Pena, University of South Carolina
9:20 AM
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A Gaussian Process Approach for Estimating Treatment Assignment Mechanisms
Brian Vegetabile, University of California, Irvine; Hal Stern, University of California, Irvine
9:55 AM
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A Curtailed Procedure for Comparing Treatments with Binary Response with a Control
Pinyuen Chen, Syracuse University; Lifang Hsu, Le Moyne College
10:05 AM
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Flexible Semiparametric Functional Analysis in Matched Case-Crossover Studies
Wenyu Gao; Inyoung Kim, Virginia Tech
10:35 AM
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On the Properties of the Gradient of Log Empirical Likelihood
Sanjay Chaudhuri, National University of Singapore
10:35 AM
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Inferential Procedures for Dependent Images
Maximillian Chen, Sandia National Laboratories
10:50 AM
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A Hierarchical Spatio-Temporal Analog Forecasting Model for Nonlinear Ecological Processes
Patrick McDermott, University of Missouri; Christopher Wikle, University of Missouri; Joshua Millspaugh, University of Montana
10:55 AM
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Ultra-High-Dimensional Genome-Wide Heritability Analysis with Neuroimaging Phenotypes
Yize Zhao, Weill Cornell Medicine, Cornell University
11:00 AM
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On Testing Goodness-of-Fit of AR(P) Model Through the Serial Dependence of the Residual Process
Phyllis Wan, Columbia University; Richard A. Davis, Columbia University; Muneya Matsui, Nanzan University; Thomas Mikosch, University of Copenhagen
11:20 AM
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A Simulation Study of Non-Normal Process Capability Indices
Laura Lancaster, SAS Institute Inc.
11:35 AM
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MIXING CONVERGENCE RATES of RENEWAL and FIRST PASSAGE TIMES PROCESSES
Ningning Wang; Jordan Crabbe, University of Cincinnati
11:50 AM
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Robust Genetic Prediction of Complex Traits with the Latent Dirichlet Process Regression Models
Xiang Zhou, University of Michigan; Ping Zeng, University of Michigan
11:55 AM
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Bayesian Approaches for Modeling Functional Connectivity in Neuroimaging
Sanjib Basu, University of Illinois At Chicago; Nairita Ghosal, University of Illinois at Chicago
11:55 AM
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Control of False-Positive Rates in Clusterwise fMRI Inferences
Jiangtao Gou, Hunter College of CUNY; Fengqing Zhang, Drexel University
12:05 PM
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Scrum for Students: Increasing Productivity and Mastery in Statistics with an Agile Process
Ellen Endriss, Career Center
12:05 PM
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Multi-Way Interacting Regression via Factorization Machines
Mikhail Yurochkin; Long Nguyen, University of Michigan; Nikolaos Vasiloglou, Infor
12:10 PM
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Conditional Models for Longitudinal Data with a Temrinal Event
Bin Nan, University of Michigan; Shengchun Kong, Gilead Sciences, Inc; John Kalbfleisch, University of Michigan
2:05 PM
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Dirichlet Process Mixture of Elliptical Copulas
Jiali Wang, The Australian National University; Anton Westveld, The Australian National University; Bronwyn Loong, The Australian National University
2:05 PM
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A Wavelet-Based Nonparametric CUSUM Control Chart for Autocorrelated Processes with Applications to Network Surveillance
Daniel Jeske, University of California, Riverside; Jun Li, University of California, Riverside; Yangmei Zhou, University of California, Riverside
2:05 PM
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Local Variable Selection in Sequential Optimization
Munir Winkel, North Carolina State University; Brian Reich, NCSU; Jonathan W. Stallings, North Carolina State University
2:05 PM
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Multiple Testing Procedures in Group Sequential Designs: Comparing Methods and New Proposals
Man Jin, Merck Research
2:20 PM
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Undocumented Changepoint Detection by Nonparametric Procedure in a Two-Phase Linear Regression Model
Jing Sun, Augusta University; Sunil Mathur, Augusta University; Deepak Sakate, Shivaji University
2:20 PM
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Testing for Model Adequacy in Censored Location-Scale Families
Sundarraman Subramanian, New Jersey Institute of Technology
2:20 PM
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Longitudinal Joint Clustering via Dirichlet Process Mixture Model
Hongmei Zhang, University of Memphis; Shengtong Han, University of Chicago; Hasan Arshad, University of Southampton
2:20 PM
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Semiparametric Modeling and Estimation of the Terminal Behavior of Recurrent Marker Processes Before Failure Events
Kwun Chuen Gary Chan, University of Washington; Mei-Cheng Wang, Johns Hopkins University
2:30 PM
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DETECTING POLITICALLY MOTIVATED TAMPERING WITH SURVEY DATA ON LABOR INCOME
John Angle, The Inequality Process Institute
2:50 PM
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Unit-Level Logistic Mixed Effects Models for Small Area Estimation of Poverty Estimates
Blandine Bawawana, US Census Bureau; Xingyou Zhang, U.S. Census Bureau; Samuel Szelepka, U.S. Census Bureau; John Posey, US Census Bureau
2:50 PM
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A New Graphical Approach with Generalized Sequential Rejection Principle to Control the Familywise Error Rate
Li Yu, New Jersey Institute of Technology; Wenge Guo, New Jersey Institute of Technology; Zhiying Qiu, Sanofi
3:05 PM
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Spatio-Temporal Process Models for Spatial Correlation
Ephraim M Hanks, The Pennsylvania State University
3:05 PM
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A Data-Driven Approach to the Problem of Multiple Testing
Nasrine Bendjilali, Rowan University; Boualem Bendjilali, RVCC; Wei-Min Huang, Lehigh University
3:05 PM
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A Sequential Split-Conquer-Combine Approach for Gaussian Process Modeling in Computer Experiments
Ying Hung; Minge Xie, Rutgers University; Chengrui Li, Rutgers University
3:20 PM
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SPC Charts for Monitoring Interpersonal Networks
Marcus Perry, University of Alabama; Curry Hilton, University of Alabama
3:20 PM
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Stepwise Procedures Based on Rank Statistics in Detecting Differentially Expressed Gene
Hossein Mansouri, Texas Tech University; Bo Li, Montana Tech of the University of Montana
3:20 PM
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A Selective Inference-Based Two-Stage Procedure for Clinical Safety Studies
Yalin Zhu, New Jersey Institute of Technology; Wenge Guo, New Jersey Institute of Technology
3:20 PM
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Joint Point Pattern Modeling for Species Co-Occurrence Using Camera Trap Data
Erin M Schliep, University of Missouri; Alan E. Gelfand, Duke University; James S Clark, Duke University; Daniel Taylor-Rodriguez, Michigan State University
3:20 PM
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Wednesday, 08/02/2017
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Use of Markov Chains in Process Control with the Incorporation of Possible Inspection Errors
William Griffith, University of Kentucky; Michelle L. Smith, Eastern Kentucky University
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Mixed Eff ects Material Strength Models with Model Discrepancy
Jason Bernstein; Kathleeen Schmidt, Lawrence Livermore National Laboratory; Ana Kupresanin, Lawrence Livermore National Laboratory; Jeff Florando, Lawrence Livermore National Laboratory; Nathan Barton, Lawrence Livermore National Laboratory
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A Class of Nonseparable and Nonstationary Covariance Functions for Multi-Ouput Gaussian Process
Pulong Ma, Department of Mathematical Sciences, University of Cincinnati; Bledar Alex Konomi, Department of Mathematical Sciences, University of Cincinnati; Emily L. Kang, University of Cincinnati
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Clinical Trials Start up Process
Yi Zhong; Dinesh Mudaranthakam, Department of Biostatistics, University of Kansas Medical Center; Byron Gajewski, Department of Biostatistics, University of Kansas Medical Center; Kevin Smilor, 2. Division of Clinical Research Administration, University of Kansas Medical Center; Karen Blackwell, Human Research Protection Program, University of Kansas Medical Center
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Spatial Wishart Process and Its Application on Diffusion Tensor Images
Zhou Lan, North Carolina State University; Brian Reich, NCSU; Joseph Guinness, NC State University
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Non-Parametric Estimation of Marginal Mean Over Time for a General Counting Process
Sudipta Bhattacharya, AstraZeneca
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Bernstein and Hoeffding Type Inequalities for Regenerative Markov Chains
Gabriela Cio?ek, Telecom ParisTech; Patrice Bertail, Université Paris Ouest Nanterre
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Association Study of Children's Methylation and Growth Trajectory Using Functional Mixed Models
Colleen McKendry, North Carolina State University; Arnab Maity, North Carolina State University; Jung-Ying Tzeng, North Carolina State University
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Multiple change-point detection via multiscale MOSUM procedure with localised pruning
Haeran Cho, University of Bristol
8:35 AM
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Real World Evidence to Support Accelerated Approval Processes
Sebastian Schneeweiss, Harvard Medical School; Jessica Franklin, Harvard Medical School
8:35 AM
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A General Class of Additive Models for Recurrent Event Data
Russell Stocker, Indiana University of Pennsylvania
8:35 AM
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Risk Factors Associated with Hospital Readmission in Pediatric Patients
Yunfei Wang, Children's National
8:35 AM
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Quantifying and Estimating the Predictive Accuracy for Censored Time-to-Event Data with Competing Risks
Cai Wu, University of Texas MD Anderson Cancer Center; Liang Li, University of Texas MD Anderson Cancer Center
8:50 AM
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Approximating Probability Distributions in an Extreme Renewal Process
Percy Brill, University of Windsor; Mei Ling Huang, Brock University
8:50 AM
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Designing Computer Experiments to Maximize Prediction Accuracy
Erin Leatherman, West Virginia University; Angela Dean, The Ohio State University; Thomas Santner, The Ohio State University
8:55 AM
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Bernstein and Hoeffding Type Inequalities for Regenerative Markov Chains
Gabriela Cio?ek, Telecom ParisTech; Patrice Bertail, Université Paris Ouest Nanterre
9:05 AM
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Probability of Detection of Target Nucleic Acid Sequence with PCR Assay in Molecular Diagnostics: Math Model Derivation, Validation and Applications
Jeffrey Vaks, Roche Molecular Diagnostics
9:05 AM
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Semiparametric Temporal Process Regression for Prevalence Modeling of Data Subject to Dependent Censoring
Tianyu Zhan, Biostatistics, University of Michigan; Douglas Earl Schaubel, University of Michigan
9:20 AM
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Hierarchical Models for Spatial Data with Errors That Are Correlated with the Latent Process
Jonathan R Bradley, Florida State University; Christopher Wikle, University of Missouri; Scott H. Holan, University of Missouri
9:55 AM
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Association Study of Children's Methylation and Growth Trajectory Using Functional Mixed Models
Colleen McKendry, North Carolina State University; Arnab Maity, North Carolina State University; Jung-Ying Tzeng, North Carolina State University
10:05 AM
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Forward Modeling: It's Essential for Palaeoclimatology
Andrew C Parnell, University College Dublin
10:35 AM
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Estimation of AUC via Heterogeneous Box-Cox Transformations
Xiaoyu Cai, The George Washington University; Aiyi Liu, National Institutes of Health/NICHD; Zhaohai Li, George Washington University
10:35 AM
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Eye-Tracking in Practice: A First Analysis of a Study on Human Postures
Jurgen Symanzik, Utah State University; Chunyang Li; Boyu Zhang, Utah State University; Breanna Studenka, Utah State University; Eric McKinney, Utah State University
10:50 AM
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Analysis of dimension reduction in Gaussian process regression
Minyong Lee, Stanford University; Art Owen, Stanford University
11:00 AM
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Solution Uncertainty Quantification for Differential Equations
Oksana A Chkrebtii, The Ohio State University; David A Campbell, Simon Fraser University; Ben Calderhead, Imperial College London; Mark A Girolami, University of Warwick
11:00 AM
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Estimation of ROC Curve with Multiple Types of Missing Gold Standard
Danping Liu, National Institutes of Health; Xiao-Hua Zhou, University of Washington
11:15 AM
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Adaptive Shrinkage in Polya Tree Type Models
Li Ma, Duke University
11:25 AM
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Stabilizing Gradient Enhanced Emulators with Sparsity Constraints
Peter Qian, University of Wisconsin-Madison ; Jared Huling, University of Wisconsin-Madison
11:25 AM
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Non-Parametric Bayesian Change-Points Methods for Detecting Driving Risk Changes
Qing Li, Univ. of Wisconsin-Madison; Feng Guo, Virginia Tech; Inyoung Kim, Virginia Tech
11:35 AM
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Multivariate Stochastic Process Models for Correlated Responses of Mixed Type
Tony Pourmohamad, Genentech; Herbert Lee, University of California, Santa Cruz
11:50 AM
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Estimation of GARCH Process by Empirical Likelihood
Kenichiro Tamaki, Waseda University
12:05 PM
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Latent Space Models for Dynamic Bipartite Social Networks
Adrian E. Raftery, University of Washington
2:05 PM
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Continued Process Verification - a Systems Approach Including Tips and Traps
Ronald D Snee, Snee Associates, LLC
2:05 PM
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Exact Knowledge Gradient for Stochastic Computer Model Assisted Optimal Decision Making
QIONG ZHANG, Virginia Commonwealth University; Youngdeok Hwang , IBM Thomas J. Watson Research Center
2:05 PM
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A Simple Mantel-Haenszel Type Test for Non-Inferiority
Kallappa Koti
2:20 PM
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Multi Level Clustering Technique Leveraging Expert Insight
Sudhanshu Singh, IBM India Pvt. ltd.; Ritwik Chaudhuri, IBM India Pvt. ltd.; Manu Kuchhal, IBM India Pvt. ltd.; Sarthak Ahuja, IBM India Pvt. ltd.; Gyana Parija, IBM India Pvt. ltd.
2:20 PM
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Recent Advances in Quality Statistics and Process Validation of Pharmaceuticals
Lynne Hare, Statistical Strategies, LLC
2:25 PM
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Predicting Solar Irradiance as a Function of Location and Time: Multiple Model Calibration, Non-Stationarity, and Non-Space-Filling Design
Benjamin Haaland, Georgia Institute of Technology
2:25 PM
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Statistical Methods for Processing Dynamic Nano Material Characterization Data
Yu Ding, Texas A&M University; Yanjun Qian, Texas A&M University; Jianhua Huang, Texas A&M University
2:30 PM
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Spatial Temporal Exponential-Family Point Process Models for the Evolution of Social Systems
Mark Stephen Handcock, University of California - Los Angeles; Joshua D. Embree, RAND Corporation
2:30 PM
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Statistical Modeling of Large-Scale Neural Ensembles
Shizhe Chen, Columbia University; Ali Shojaie, University of Washington; Eric Shea-Brown, University of Washington; Daniela Witten, University of Washington
2:30 PM
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Tukey Max-Stable Processes for Spatial Extremes
Ganggang Xu, Binghamton University; Marc G. Genton, KAUST
2:35 PM
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Constructing Trees with Censored Survival Data
Madan Kundu, Novartis Oncology Pharmaceuticals - Florham Park, NJ
2:35 PM
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Process Validation: Statistical Methods for Evaluating Uniformity of Dosage Units
James Bergum; Thomas Stepinac, Novartis
2:45 PM
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Model Calibration with Censored Data
Shan Ba, Procter & Gamble Company; Fang Cao, Georgia Institute of Technology; William Brenneman, The Procter & Gamble Company; Roshan Joseph Vengazhiyil, Georgia Institute of Technology
2:45 PM
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Bayesian Nonparametric Models for Identification of Differential Genomic Signatures
Chiyu Gu; Subharup Guha, University of Missouri; Veera Baladandayuthapani, University of Texas MD Anderson Cancer Center
2:50 PM
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Topological Probabilistic Classification (TopProC)
Fairul Mohd-Zaid, Air Force Research Lab; Christine Schubert Kabban, Air Force Institute of Technology
3:05 PM
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Thursday, 08/03/2017
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A Hierarchical Bayesian Non-Parametric Approach to Modeling Microbial Community Structure
John D O'Brien, Bowdoin College; Chris Quince, University of Warwick
8:35 AM
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Cyber-Security: a Stochastic Predictive Model to Determine Overall Network Security Risk Using Markovian Process
Nawa Raj Pokhrel
8:50 AM
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Dynamic Prediction of Alzheimer's Disease Progression with Longitudinal Functional Joint Model
Sheng Luo, The University of Texas Health Science Center at Houston; Kan Li, The University of Texas Health Science Center at Houston
8:55 AM
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John Cornell: Everything Mixtures from Gasoline to Fish Patties
Ronald D Snee, Snee Associates, LLC
8:55 AM
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Bayesian Computing and Modeling for Nearest-Neighbor Gaussian Process Models
Sudipto Banerjee, UCLA Fielding School of Public Health
9:00 AM
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Within-Strata vs. Full-range Predictor Variable Multiple Imputation Procedures for Cox Models
Philimon Gona, University of Massachusetts Boston; Vasco Chikwasha, University of Zimbabwe College of Health Sciences; Sowmya R Rao, Boston University
9:05 AM
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Robust Procedure for Cure Models in Survival Analysis
Xiaoxia Han, NYU Langone Medical Center; Yilong Zhang, Merck Research Laboratories; Jia Bao, NYU Langone Medical Center; Yongzhao Shao, New York University-School of Medicine
9:20 AM
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Leaning Multivariate High-Dimensional Point Process Models
Garvesh Raskutti, University of Wisconsin-Madison
9:25 AM
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Estimating Heterogeneous Causal Effects: a Bayesian Nonparametric Approach
Xinyi Xu, Ohio State University; Ling Wang, Ohio State University; Bo Lu, The Ohio State University; Steven MacEachern, The Ohio State University
9:25 AM
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Maximum Likelihood-Based Regression with a Continuous Exposure Variable Assessed in Pools and Subject to Measurement and Processing Errors
Dane Van Domelen, Rollins School of Public Health, Emory University; Emily Mitchell, Agency for Healthcare Research and Quality; Amita Manatunga, Emory University; Robert H Lyles, Rollins School of Public Health, Emory University; Enrique F Schisterman, Eunice Kennedy Shriver National Institute of Child Health and Human Development
9:35 AM
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Dynamic Spatial-Temporal Point Process Models via Conditioning
Athanasios Micheas, Univ of Missouri- Columbia; Justin Okenye, University of Missouri; Christopher Wikle, University of Missouri
9:50 AM
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Copula-Based Semiparametric Models for Spatial-Temporal Data
Huixia Judy Wang, The George Washington University; Yanlin Tang, George Washington University; Ying Sun, King Abdullah University of Science and Technology
9:50 AM
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Bayesian Dynamic Linear Models for Spot Prices of Hydrocarbon Gas Liquids
Peter Gross, U.S. Energy Information Administration
9:55 AM
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Practical Bayesian inference based on Nearest Neighbor Gaussian Processes (NNGP) model for massive spatial data
Lu Zhang, UCLA; Abhirup Datta, Johns Hopkins University; Sudipto Banerjee, UCLA Fielding School of Public Health
10:05 AM
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Learning Curve Estimation in Medical Devices and Procedures: Hierarchical Modeling
Usha Govindarajulu, SUNY Downstate; Michael Matheny, Vanderbilt University; David Goldfarb, Montefiore Medical Center; Marco Stillo, SUNY Downstate Medical Center; Frederic Resnic, Lahey Clinic
10:05 AM
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Applications of Distance Correlation to Time Series
Richard A. Davis, Columbia University; Muneya Matsui, Nanzan University; Thomas Mikosch, University of Copenhagen; Phyllis Wan, Columbia University
10:35 AM
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Reconciling Curvature and Importance Sampling Based Procedures for Summarizing Case Influence in Bayesian Models
Zachary Micah Thomas, Eli Lilly and Company; Mario Peruggia, The Ohio State University; Steven MacEachern, The Ohio State University
10:35 AM
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Rockville's Use of Federal Statistical Data
Mark Pierzchala, MMP Survey Services, LLC
10:35 AM
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Screening Strategies for Reconstructing Brain Connectivity Networks with Multivariate Hawkes Process
Ali Shojaie, University of Washington; Shizhe Chen, Columbia University; Daniela Witten, University of Washington
10:55 AM
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Two Trends in Solutions to Computation-Intensive Methods: Laptop vs. Graphics Processing Unit (GPU)
Junshui Ma, Merck & Co., Inc.; Vladimir Svetnik, Merck & Co., Inc.
10:55 AM
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Least Squares Estimation in the Monotone Single Index Model
Fadoua Balabdaoui, Seminar fuer Statistik, ETH
11:15 AM
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Efficient Affine Invariant Clustering with Gaussian Models of General Covariance Structures
Hsin-Hsiung Huang, UCF
11:15 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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Robust Estimation for the Annual Survey of Public Employment & Payroll Using Mixture of Linear Mixed-effects Models with the MCMC Procedure
Giang Trinh, Census Bureau; Bac Tran, US Census Bureau
11:50 AM
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Using a Temporal Assignment Problem to Improve Multiple Testing Procedures in Vegetation Monitoring
Nicolle Clements, Saint Joseph's University; Virginia Miori, Saint Joseph's University
12:05 PM
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Joint Asymptotics for Estimating the Fractal Indices of Bivariate Gaussian Processes
Yuzhen Zhou, University of Nebraska-Lincoln; Yimin Xiao, Michigan State University
12:05 PM
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