Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: algorithm returned 102 record(s)
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Sunday, 07/30/2017
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Approximate Message Passing Algorithms for High-Dimensional Regression
Cynthia Rush, Columbia University
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Determining Personalized Dosing Intervals
Xiaomao Li, university of wisconsin-madison; Jun Shao, university of wisconsin-madison; Menggang Yu, university of wisconsin-madison
2:35 PM
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Constant-Gain Stochastic Gradient Algorithm in Nonstationary Environment
Jingyi Zhu, Johns Hopkins University Applied Mathematics and Statistics; James C Spall, Applied Physics Laboratory
2:35 PM
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A General Algorithm for Computing Simultaneous Prediction Intervals for the (Log)-Location-Scale Family of Distributions
William Meeker, Iowa State University; Yimeng Xie, Virginia Tech; Yili Hong, Virginia Tech; Luis A Escobar, Louisiana State University
2:35 PM
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Using an Automated News Sentiment Analysis as an Additional Trading Rule for High Frequency Trading Engine
Brahim Brahim, BDV Big Data Visualizations Inc
2:35 PM
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Scalable Bayesian Learning for Sparse Logistic Models
Xichen Huang; Feng Liang, University of Illinois at Urbana Champaign
2:45 PM
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Network Inference Using Multi-Hub Models
Jirui Wang, George Mason Univ; Yunpeng Zhao, George Mason 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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A Framework for the Online Monitoring and Analysis of Multi-Gigabit Network Streams
Stilian Stoev, University of Michigan; Michalis Kallitsis, Merit Network; George Michailidis, University of Florida; Shrijita Bhattacharya, University of Michigan; Zheng Gao, University of Michigan
3:05 PM
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The Self-Multiset Sampler and Its Generalization
Weihong Huang, University of Illinois at Urbana-Champaign; Juan Shen, Fudan University; Yuguo Chen, University of Illinois at Urbana-Champaign
3:05 PM
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A Mixture of Mixed Logistic Regression Models for Determining Optimal Dynamic Treatment Regimes
Bing Yu; Bruce Craig, Purdue University; Michael Yu Zhu, Purdue University
3:35 PM
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Data integration using identification and analysis of a statistical causal network to hypothesize stable pathways through different biological levels
Azam Yazdani, The University of Texas School of Public Health, Houston; Akram Yazdani, Icahn School of Medicine at Mount Sinai
3:35 PM
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Leveraging Algorithms for Super-Large Sample Logistic Regression
Ping Ma, University of Georgia
4:05 PM
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Estimating Effect-Size Distribution from Summary-Level Statistics for Large Genome-Wide Association Studies
Yan Zhang, Johns Hopkins Bloomberg School of Public Health; Nilanjan Chatterjee, Johns Hopkins University
4:30 PM
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Sparse Precision Matrix Estimation with Bayesian Regularization
Lingrui Gan, University of Illinois At Urbana and Champaign; Naveen N Narisetty, University of Illinois at Urbana-Champaign; Feng Liang, University of Illinois at Urbana Champaign
4:35 PM
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Comparing Algorithmic Alerts Using Provisional Case Counts to Alerts Using Finalized Data--National Notifiable Diseases Surveillance System
Hong Zhou, CDC; Howard Burkom, Johns Hopkins Applied Physics Laboratory; Ruth Jajosky, Centers for Disease Control and Prevention; Tara Strine, Centers for Disease Control and Prevention
5:05 PM
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Association Analysis Using Somatic Mutations
Yang Liu, Fred Hutchinson Cancer Research Center; Wei Sun, Fred Hutchinson Cancer Research Center; Qianchuan He, Fred Hutch Cancer Research Center
5:20 PM
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A Hidden Markov Model for Analyzing Allele-Specific Copy Number Alteration Accounting for Hypersegmentation in Next Generation Sequencing
Hyoyoung Choo-Wosoba, NIH/NCI-DCEG-Biostatistics Branch; Paul S. Albert, National Cancer Institute/NIH; Bin Zhu, NIH/NCI-DCEG-Biostatistics Branch
5:35 PM
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Monday, 07/31/2017
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Efficient Algorithm for Multiple Imputation of Missing Health Outcomes
Chris Liu, University of Michigan-School of Nursing
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Sub-Group Analysis with Nonparametric Unimodal Symmetric Error Distribution
Yizhao Zhou; Ao Yuan, Georgetown University; Ming T Tan, Georgetown University
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A Study on the Clustering Algorithms for Line Segments
Yoshitomo Akimoto, Chuo University; Toshinari Kamakura, Chuo University
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Leveraging Ensembles of Machine Learning Algorithms to Provide Real-Time Instructor Feedback
Alexander Lyford, UGA
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Using Statistical Learning to Develop a More Sensitive Outcome for Progressive Multiple Sclerosis
Christopher Barbour, Montana State University; Mark Greenwood, Montana State University; Peter Kosa, National Institute of Neurological Disorders and Stroke, National Institutes of Health; Danish Ghazali, National Institute of Neurological Disorders and Stroke, National Institutes of Health; Makoto Tanigawa, National Institute of Neurological Disorders and Stroke, National Institutes of Health; Blake Snyder, National Institute of Neurological Disorders and Stroke, National Institutes of Health; Bibiana Bielekova, National Institute of Neurological Disorders and Stroke, National Institutes of Health
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An Algorithm for Detecting Melanoma Based on Imaging Biomarkers
Joel Correa da Rosa, Rockefeller University; Amanda Zong, The Rockefeller University; Daniel Gareau, The Rockefeller University
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Inference in a Hidden Markov Model with Log-Concave Emission Densities
Nathalie Akakpo, University Pierre and Marie Curie, Paris, France
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Structural Discovery in Temporal Networks
Shaojun Zhang, University of Florida; George Michailidis, University of Florida
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
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Functional Clustering of Elo Ratings for Competitive Balance Analysis in Professional Soccer Leagues
jinglin feng, Pennsylvania State University; Andrew Hwang, Pennsylvania State 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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Implementing Monte Carlo Tests with Multiple Thresholds
Georg Hahn, Imperial College London; Axel Gandy, Imperial College London; Dong Ding, Imperial College London
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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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Experiment Design and Analysis for Novel Computer Hardware Testing
Sarah Michalak, Los Alamos National Laboratory; Lisa Moore, Los Alamos National Laboratory; John Daly, University of Maryland; Nathan DeBardeleben, Los Alamos National Laboratory; Gary Delp, Mayo Clinic; Laura Monroe, Los Alamos National Laboratory; Heather Quinn, Los Alamos National Laboratory; James Rose, Mayo Clinic
9:05 AM
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A Sequential Algorithm for Bayesian Inference of Large-Scale Record Linkage Structure
Brendan McVeigh, Carnegie Mellon University; Jared S Murray, Carnegie Mellon University
9:05 AM
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Structured Mixture of linear mappings in high dimension
Florence Forbes, French Institute for Research in Computer Science and Automation (INRIA); Chun-Chen Tu, Universilty of Michigan; Naisyin Wang, Universilty of Michigan; Benjamin Lemasson, INSERM, Univ. Grenoble Alpes
9:15 AM
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Delayed Greedy Algorithm for Classification and Regression Trees
Kyle Caudle, South Dakota School of Mines and Technology; Larry Pyeatt, South Dakota School of Mines and Technology; Patrick Fleming, South Dakota School of Mines and Technology
9:20 AM
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Hidden Markov Model Using Transaction Patterns for ATM Card Fraud Detection
Alfred Akinsete, Marshall University; Bridget Nkemnole, University of Lagos
9:35 AM
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Adaptive Estimation for Varying Coefficient Models
Yixin Chen, Sanofi; Qin Wang, Virginia Commonwealth University; Weixin Yao, Department of Statistics, University of California, Riverside
9:50 AM
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Structural Discovery in Temporal Networks
Shaojun Zhang, University of Florida; George Michailidis, University of Florida
9:50 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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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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Streaming Matrix Completion with Automated Rank Selection
Milo Page, JMP/NCSU; Christopher M Gotwalt, JMP; Alyson Wilson, North Carolina State University
10:50 AM
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
11:10 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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Learning Causal Networks via Additive Faithfulness
Kuang-Yao Lee, Yale University; Tianqi Liu, Yale University; Bing Li, Pennsylvania State University; Hongyu Zhao, Yale University
11:15 AM
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Testing and Estimation of Social Network Dependence with Time-To-Event Data
Lin Su, North Carolina State University; Wenbin Lu, North Carolina State University; Rui Song, NC State University; Danyang Huang, Renmin University
11:20 AM
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Inference in a Hidden Markov Model with Log-Concave Emission Densities
Nathalie Akakpo, University Pierre and Marie Curie, Paris, France
11:35 AM
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Matrix-Free Computation of Spatial-Temporal Gaussian Autoregressions and Related Stat-Space Models
Chunxiao Wang, Oregon State University; Debashis Mondal, Oregon State University
12:05 PM
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Novel Statistical Approaches for Mining Big Text Data
Ke Deng, Tsinghua University; Jun Liu, Harvard University
3:20 PM
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Tuesday, 08/01/2017
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Problems Associated with the Current Algorithm for Evaluating Nucleic Acid Amplification Tests (NAAT) for Detecting Chlamydia Trachomatis
Alula Hadgu, Morehouse School of Medicine
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GPU-Based Approximate Bayesian Computation Algorithms for Network Reverse-Engineering
Myriam Maumy, Universite de Strasbourg; Frederic Bertrand, University of Strasbourg
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Administrative Algorithms for Pulmonary Arterial Hypertension
Winston Chan, UTMB - Galveston; Ravikanth Papani, UTMB - Galveston
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Supervised Binning Techniques for Predictive Modeling
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Kendell Churchwell, C Spire
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A Mixture-Of-Regressions Model with Measurement Errors in the Response
Xiaoqiong Fang, University of Kentucky; Derek Young, University of Kentucky
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Nonlinear Mixed-Effects Mixture Models for Clustering Longitudinal Data with an Application
Chongshu Chen, University of Rochester
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Dynamic Network Community Discovery
Shiwen Shen; Edsel Aldea Pena, University of South Carolina
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Using Bandit Algorithms on Changing Reward Rates
Jeffrey Roach, OpenMail
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A Network-based Algorithm for Clustering Multivariate Longitudinal Data
Matthew Koslovsky, KBRwyle; Millennia Young, National Aeronautics and Space Administration; Caroline Schaefer, MEI Technologies; John Arellano, MEI Technologies; Al Feiveson, National Aeronautics and Space Administration
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Optimal hypothesis testing for stochastic block models with growing degrees
Debapratim Banerjee, University of Pennsylvania; Zongming Ma, University of Pennsylvania
8:35 AM
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Dynamic Network Community Discovery
Shiwen Shen; Edsel Aldea Pena, University of South Carolina
8:55 AM
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A Mixture-Of-Regressions Model with Measurement Errors in the Response
Xiaoqiong Fang, University of Kentucky; Derek Young, University of Kentucky
9:10 AM
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A Network-based Algorithm for Clustering Multivariate Longitudinal Data
Matthew Koslovsky, KBRwyle; Millennia Young, National Aeronautics and Space Administration; Caroline Schaefer, MEI Technologies; John Arellano, MEI Technologies; Al Feiveson, National Aeronautics and Space Administration
9:30 AM
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A Randomized Algorithm for Maximum Likelihood Estimation with Spatial Autoregressive Models
Miaoqi Li, University of Cincinnati; Emily L. Kang, University of Cincinnati
9:50 AM
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Top-K Rank Aggregation from Pairwise Comparisons
Yuxin Chen
10:35 AM
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A Two-Stage Algorithm for Computation of the Exact Distribution of Sums of Spacings
Chien-Tai Lin, Tamkang University; Chung-Tao Lu, E.Sun Bank
10:50 AM
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Nonlinear Mixed-Effects Mixture Models for Clustering Longitudinal Data with an Application
Chongshu Chen, University of Rochester
10:50 AM
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An EM Algorithm for Fitting the Generalized Odds-Rate Model to Interval Censored Data
Jie Zhou; Jiajia Zhang, University of South Carolina; Wenbin Lu, North Carolina State University
11:05 AM
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Improved Activation Detection via Rice-Distributed fMRI Time Series Modeling
Daniel Adrian, Grand Valley State University; Ranjan Maitra, Iowa State University; Daniel B. Rowe, Marquette University
11:05 AM
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Using a Follow-Up Panel Survey to Evaluate Match Status of a Mortality Linkage Algorithm
Clinton Thompson, NCHS/CDC; Jerrod Anderson, AHRQ; Steven Machlin , Agency for Healthcare Research and Quality; Lisa B Mirel, CDC/NCHS/OAE/SPB
11:05 AM
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A Variational Bayesian Algorithm for Sparse PCA
Feng Liang, University of Illinois at Urbana Champaign; Yunbo Ouyang, University of Illinois at Urbana Champaign; Jianjun Hu, Union Bank
11:50 AM
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Parameter Adjustment of Case-Control Analysis to Adjust for Different Pathogenicity of Multiple Exposures
Diana Lam, University of Maryland, Baltimore; William Blackwelder, University of Maryland, Baltimore
11:50 AM
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Estimating a Network from Multiple Noisy Realizations
Can Le, University of California Davis; Liza Levina, University of Michigan
11:55 AM
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Using Bandit Algorithms on Changing Reward Rates
Jeffrey Roach, OpenMail
12:05 PM
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Supervised Binning Techniques for Predictive Modeling
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Kendell Churchwell, C Spire
12:10 PM
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Design of Order-Of-Addition Experiments Under the Pairwise-Order Framework
Jiayu Peng, Penn State University; Dennis K.J. Lin, Penn State University
2:05 PM
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A Multicollinearity-Adjusted Adaptive LASSO for Zero-Infated Count Regression
Prithish Banerjee, Wayne State University School of Medicine; Broti Garai, West Virginia University; Shrabanti Chowdhury, Wayne State University; Himel Mallick, Harvard University
2:45 PM
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Transformation Models for Doubly-Censored and Clustered Survival Data
Jane-Ling Wang, University of California, Davis; Cong Xu, Stanford University; Yuru Su, Fred Hutchinson Cancer Research Center
3:20 PM
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Gaussian Mixture Modeling Under Measurement Uncertainty
Shuchismita Sarkar, University of Alabama; Volodymyr Melnykov, The University of Alabama; Rong Zheng, University of Alabama
3:35 PM
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Wednesday, 08/02/2017
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Variable Selection And Nonlinear Effect Discovery in Partially Linear Mixture Cure Rate Models
Abdullah Masud, AbbVie
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Statistical Inference in the Era of Precision Medicine- the Essential Role of Statistics for Unmet Needs in Algorithm Refinement, Diagnostics Application and Drug Development
Ruixiao Lu, Genomic Health
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Estimation of Component's Reliability for Masked Data Complex Systems
Agatha Rodrigues; Adriano Polpo, Universidade Federal de São Carlos; Carlos Alberto de Bragança Pereira, Universidade de São Paulo
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Convergence Properties of Gibbs Samplers for Bayesian Probit Regression with Proper Priors
Saptarshi Chakraborty, University of Florida; Kshitij Khare, University of Florida
8:35 AM
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A Parallel EM Algorithm for Statistical Learning via Mixture Models
Geoffrey McLachlan, The University of Queensland
8:35 AM
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Missing Data Imputation Using Regression and Classification Tree Software GUIDE
Hyunshik Lee, Westat
8:50 AM
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Conditional Likelihood Ratio Test for Multivariate One-Sided Hypotheses with Missing Data
Madhurima Majumder, University of Rochester; Michael McDermott, University of Rochester
8:50 AM
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Efficient Pattern Detection in Web-Scale Graphs by Subcore-Tree Decomposition and Subset Scanning
Daniel Bertrand Neill, Carnegie Mellon University; Chunpai Wang, University at Albany; Feng Chen, University at Albany; Daniel Hono, University at Albany
9:00 AM
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An Integrative Statistical Framework for Multi-Modal Omics Data
George Michailidis, University of Florida
9:25 AM
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Statistical and Computational Guarantees of Lloyd's Algorithm and Its Variants
Yu Lu, Yale University; Harrison H. Zhou, Yale University
9:25 AM
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Inference for COM-Poisson Cure Rate Model with Interval Censored Data
Suvra Pal, University of Texas Arlington - Arlington, TX; Narayanaswamy Balakrishnan, McMaster University
9:50 AM
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Empirical Null Estimation Using Zero Inflated Discrete Mixture Distributions and Its Application to Protein Domain Data
Iris Ivy Gauran; Junyong Park, University of Maryland at Baltimore County; DoHwan Park, University of Maryland, Baltimore County; Maricel Kann, University of Maryland, Baltimore County; Thomas Peterson, University of Maryland, Baltimore County; John Zylstra, University of Maryland, Baltimore County; John Spouge, NCBI,NLM,NIH; Johan Lim, Seoul National University
10:05 AM
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Model Selection in Latent Class Analysis
Zhaoyin Zhu, NYU; Yongzhao Shao, New York University School of Medicine
10:50 AM
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Fitting Proportional Odds Model with Missing Responses When the Missing Data Are Nonignorable
Vivek Pradhan, Pfizer Inc.; Huaming Tan, Pfizer Inc
10:50 AM
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Discriminative Power and Variable Selection in Logistic Regression Models under Outcome Misspecification
Jia Bao, NYU Langone Medical Center; Yongzhao Shao, New York University-School of Medicine
11:05 AM
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Bayesian Regression with Proximal Algorithm
Lei Sun, University of Chicago; Nicholas Polson, University of Chicago
12:05 PM
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CUSUM-Based Algorithm for Segmentation of Noisy Images with an Application to Optical Coherence Refractometry
John Lu, NIST; Jeeseong Hwang, NIST; Hong Chen, Baruch College, the City University of New York
12:05 PM
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A Moment Estimator for the GARCH-DCC Model: An Algorithm for Estimating Dynamic Functional Connectivity in High-Dimensional fMRI Data
Yuting Xu, Johns Hopkins Bloomberg SPH; Martin Lindquist, Johns Hopkins University
2:05 PM
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Randomized SUP: a Clustering Algorithm for Large-Scale Data
Shang-Ying Shiu, Department of Statistics, National Taipei University; Ting-Li Chen, Institute of Statistical Sciences, Academia Sinica; Yen-Shiu Chin, Institute of Statistical Sciences, Academia Sinica; Wush Wu, Department of Electrical Engineering, National Taiwan University
2:05 PM
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Thursday, 08/03/2017
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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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Adaptive p-values after cross-validation
Lucy Xia; Jonathan Taylor, Stanford University; Jelena Markovic, Stanford University
9:35 AM
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A Bayesian Multi-Dimensional Genotype Calling Algorithm for Multi-Allelic SNPs
Janice Brodsky; Jeremy Gollub, Thermo Fisher Scientific; Dorothy Oliver, Thermo Fisher Scientific; Teresa Webster, Thermo Fisher Scientific
9:50 AM
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An MM Algorithm for Split Feasibility Problems
Jason Xu, UCLA; Eric Chi, North Carolina State University; Meng Yang, North Carolina State University; Kenneth Lange, UCLA
10:35 AM
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A Novel Algorithm for Clustering of Data on the Unit Sphere via Mixture Models
Hien Nguyen, LA TROBE UNIVERSITY
10:55 AM
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Convex clustering over an undirected graph
Yunzhang Zhu, Ohio State University ; Vincent Vu, The Ohio State University
11:25 AM
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