Keyword Search
Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: algorithm returned 102 record(s)
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Sunday, 07/29/2018
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Addressing Overfitting in Mixtures of Factor Analyzers
Jeffrey L Andrews, University of British Columbia Okanagan
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An Expectation Conditional Maximization Approach for Gaussian Graphical Models
Zehang Li, University of Washington; Tyler McCormick, University of Washington
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Mixtures of Contaminated Shifted Asymmetric Laplace Factor Analyzers
Brian C Franczak, MacEwan University
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A Model-Based Clustering to Identify Disease-Associated SNPs
Li Xing, University of Victoria; Xuekui Zhang, University of Victoria; Yan Xu, University of Victoria; Weiliang Qiu, Brigham and Women's Hosptial/Harvard Medical School
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Fast Generalised Linear Models in a Database
Thomas Lumley, University of Auckland
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A Tight Spectral Clustering Algorithm for Bipartite Networks with Node Covariates
Yidan Sun
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The Art of Ensemble Modeling with SPSS Modeler
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Timothy Tate, C Spire
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Finite Mixture-Of-Gamma Distributions: Estimation, Inference, and Model-Based Clustering
Derek S. Young, University of Kentucky; Xi Chen, University of Kentucky; Dilrukshi Hewage, University of Kentucky; Ricardo N. Poyanco, FONDAP Center for Genome Regulation
2:20 PM
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Modeling Abundance of Multiple Species Using Latent Regression Tree Algorithms
Haoyu Zhang, Kansas State University; Trevor Hefley, Kansas State University; Brian R Gray, US Geological Survey; Kristin Bouska, USGS
2:25 PM
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Mixture Model Modal Clustering
Jose Chacon, Universidad De Extremadura
2:35 PM
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BLMM: Linear Mixed Effects Model for Big Data Using Partial EM Procedure
Jang Ik Cho, Case Western Reserve University; Jiayang Sun, Case Western Reserve University
2:35 PM
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Fast Generalised Linear Models in a Database
Thomas Lumley, University of Auckland
2:50 PM
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Statistical Modeling of Animal Movement
Louis-Paul Rivest, Université Laval
2:55 PM
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The Art of Ensemble Modeling with SPSS Modeler
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Timothy Tate, C Spire
3:30 PM
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A Tight Spectral Clustering Algorithm for Bipartite Networks with Node Covariates
Yidan Sun
3:45 PM
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New Developments with the Sequential Parallel Comparison Design
Gheorghe Doros, Boston University; Denis Rybin, Pfizer, Inc
4:05 PM
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Validating Science in an Open-Source Approach to Forensic Statistics: Algorithms, Data and Results
Heike Hofmann, Iowa State University
4:55 PM
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Stochastic Differential Equation to Model Movement Data in Ecology
Marie-Pierre Etienne
5:05 PM
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Variable Selection in Semiparametric Transformation Cure Models with Right-Censored Data
Wenyan Zhong
5:25 PM
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Monday, 07/30/2018
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Identification of Contiguous Hours' Climatological Wind Modes Utilizing K-Means Clustering Analysis Combined with the V-Fold Cross-Validation Algorithm
Charles Fisk
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An Efficient Algorithm for Outlier Detection in Linear Mixed Model
Tzu-Ying Liu, University of Michigan; Hui Jiang, University of Michigan
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Multivariate Zero-Inflated Poisson Regression
Yang Wang, University of Alabama
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First Order Asymptotic Variance of a Leader Election Algorithm
Simon Langowski, Purdue University; Mark Daniel Ward, Purdue University
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Statistical Techniques to Improve Random Projections and Other Similar Algorithms
Keegan Kang, Singapore University Of Technology And Design; Weipin Wong, Singapore University Of Technology and Design; Haikal Yeo, Independent
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A Generalized Fellegi-Sunter Framework for Unsupervised Collective Record Linkage in Clustered Relational Data with Applications to Electronic Health Records
Nicole Solomon, Duke University Medical Center; Sean M O'Brien, Duke University Medical Center; Joseph Lucas, Duke University
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An Algorithm to Compare Patterns and Its Application on Shoe Out-Sole Impressions
Soyoung Park, Iowa State University / CSAFE; Alicia Carriquiry, Iowa State University
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An Exact Local Bouncy Particle Sampler Combined with Hamiltonian Monte Carlo Algorithms for Continuous Time Markov Chains
Tingting Zhao, University of British Columbia; Alexandre Bouchard-Côté, University of British Columbia
8:35 AM
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Biclustering Algorithm for Biomedical Literature Mining Guided by Prior Information
Jin Hyun Nam; Zhenning Yu, Medical University of South Carolina; Daniel Couch, Medical University of South Carolina; Andrew B Lawson, Medical University of South Carolina ; Dongjun Chung, Medical University of South Carolina
9:20 AM
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Poly-Matching for Observational Studies: A Comparative Trauma Care Study
Bo Lu, The Ohio State University
9:25 AM
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Parameter Estimation using EM algorithm for Constant-stress and Step-stress Accelerated Life Tests under Interval Monitoring
Tianyu Bai; David Han, University of Texas At San Antonio
9:50 AM
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Effective Data Competition Hosting: Strategic Design and Analysis to Maximize Learning
Christine M Anderson-Cook, Los Alamos National Laboratory; Kary Myers, Los Alamos National Laboratory
10:35 AM
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MM Algorithms for Variance Components Models
Liuyi Hu, North Carolina State University; Hua Zhou, UCLA; Jin Zhou, University of Arizona; Kenneth Lange, UCLA
10:50 AM
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Statistically and Numerically Efficient Independence Tests That Are Based on Distances
Xiaoming Huo, Georgia Institute of Technology, ; Cheng Huang, Georgia Institute of Technology
10:55 AM
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Using Electronic Health Records Data for Predictive and Causal Inference About the HIV Care Cascade
Joseph W Hogan, Brown University School of Public Health
11:35 AM
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Beyond the Black Box: Flexible Algorithm Programming for Ecological Models in NIMBLE
Christopher Paciorek, University of California, Berkeley; Colin Lewis-Beck, Iowa State University; Perry de Valpine, UC Berkeley; Daniel B. Turek, Williams College; Lauren Ponisio, UC Riverside; Nick Michaud, UC Berkeley
2:05 PM
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Greedy Active Learning Algorithm for Logistic Regression Models
Ray-Bing Chen, National Cheng Kung University, Taiwan; Hsiang-Ling Hsu, National University of Kaohsiung; Yuan-Chin Ivan Chang, Academia Sinica
2:35 PM
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Efficient Forward Algorithms for Inverse Burrows-Wheeler Transformation
Gun Ho Jang, Ontario Institute for Cancer Research
2:35 PM
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Bayesian Isotonic Optimal Dose Design for Phase I/II Clinical Trials with Ordered Groups
Xiaoqiang Xue
3:05 PM
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Prediction Using Machine Learning Algorithms by Small Sample Size Data
Yan Wang, Field School of Public Health, UCLA; Honghu Liu, UCLA; Jian L Zhang, Kaiser Permanente
3:20 PM
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Approximate L0-Penalized Estimation of Piecewise-Constant Signals on Graphs
Zhou Fan, Stanford University; Leying Guan, Stanford University
3:35 PM
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Tuesday, 07/31/2018
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Renewable Estimation and Incremental Inference in Generalized Linear Models with Streaming Data Sets
Lan Luo; Peter X.-K. Song, University of Michigan
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Optimal Sample Size for Cluster Randomized Trials: a Simulation-Based Search Algorithm
Ruoshui Zhai, Brown University; Roee Gutman, Brown University
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Automated Trading and Market Liquidity
Neda Arzandeh, University of Manitoba; Julieta Frank, University of Manitoba
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An Ensemble RNA-Seq Differential Analysis Method for False Discovery Rate Control
Dongmei Li, University of Rochester; Ananta Paine, University of Rochester; Timothy D. Dye, University of Rochester
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Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh
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Comparison of Group Testing Algorithms for Clustered Data
Ana Best, NIH NCI DCEG Biostatistics Branch; Paul S Albert, National Cancer Institute; Yaakov Malinovsky, University of Maryland Baltimore County Dept. of Mathematics and Statistics
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Application of Email Spam Filtering Algorithms to SMS Data
Yishu Xue, University Of Connecticut
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Model-Based Cluster Analysis and Outlier Detection
Cristina Tortora, San Jose State University; Antonio Punzo, University of Catania
8:35 AM
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A Comparison of Similarity Scores Between Bullet Casings: Forensic Analysts Versus an Algorithm
Maria Cuellar, Carnegie Mellon University
8:35 AM
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Cluster-Level Inference Under Element Sampling
Danhyang Lee, Iowa State University; Jae-kwang Kim, Iowa State University; Chris Skinner, London School of Economics and Political Science
8:50 AM
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An Ensemble RNA-Seq Differential Analysis Method for False Discovery Rate Control
Dongmei Li, University of Rochester; Ananta Paine, University of Rochester; Timothy D. Dye, University of Rochester
9:20 AM
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Comparison of Group Testing Algorithms for Clustered Data
Ana Best, NIH NCI DCEG Biostatistics Branch; Paul S Albert, National Cancer Institute; Yaakov Malinovsky, University of Maryland Baltimore County Dept. of Mathematics and Statistics
9:30 AM
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BAYESMETAB: TREATMENT of MISSING VALUES in METABOLOMIC STUDIES USING a BAYESIAN MODELING APPROACH
Jasmit Shah, Aga Khan University Hospital; Guy Brock, Ohio State University College of Medicine; Jeremy Gaskins, University of Louisville
9:35 AM
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Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh
9:40 AM
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Recursive Non-Parametric Predictive for a Discrete Regression Model
Lorenzo Cappello; Stephen Walker
9:55 AM
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On Some Extensions of Cure Rate Models
Suvra Pal, University of Texas Arlington
10:05 AM
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The Screening and Ranking Algorithm for Change-Points Detection in Multiple Samples
Heping Zhang, Yale University School of Public Health
10:35 AM
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The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks
Arjun Sondhi, University of Washington; Ali Shojaie, University of Washington
10:35 AM
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A Comparison of Clustering Algorithms Used for Multivariate Stratification of Primary Sampling Units
Thomas Chesnut, U.S. Census Bureau; Padraic Murphy, U.S. Census Bureau
10:35 AM
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Empirical Bayes Estimation of Small Area Means Under Unmatched Two-Fold Subarea Models
Song Cai, Carleton University; Golshid Chatrchi, Carlelton University; Shonosuke Sugasawa, The University of Tokyo; J.N.K. Rao, Carleton Univeristy
10:55 AM
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Assessment of Treatment Effects in Single Cases and Small Groups: Assumptions, Logic, Algorithm, Computations
Lev Sverdlov
11:20 AM
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Application of Email Spam Filtering Algorithms to SMS Data
Yishu Xue, University Of Connecticut
11:55 AM
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A Statistical View on Optimal Transport: Inference, Algorithms, Applications
Axel Munk, University of Goettingen; Joern Schrieber, Department for Mathematics and Computer Science; Max Sommerfeld, Department for Mathematics and Computer Science; Carla Tameling, Department for Mathematics and Computer Science
2:05 PM
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Constrained Regression via Majorization-Minimization
Jason Xu, UCLA; Kenneth Lange, UCLA
2:35 PM
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Heterogeneous Tail Generalized COMFORT Modeling via Cholesky Decomposition
Pawel Polak, Columbia University
2:35 PM
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A Comparison of Automatic Algorithms for Occupation Coding
Malte Schierholz, Institute for Employment Research
2:50 PM
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A Fast Algorithm with Minimax Optimal Guarantees for Topic Models with an Unknown Number of Topics
Florentina Bunea, Cornell Univeristy
2:55 PM
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Scale Mixture for Extremal Dependence Model
Likun Zhang, Penn State University; Benjamin Shaby, Penn State University
3:20 PM
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A Smoothed EM-Algorithm for Modeling DNA Methylation Profiles from Bisulfite Sequencing Data
Karim Oualkacha, Universite Du Quebec a Montreal; Celia M.T. Greenwood, Lady Davis Research Institute, McGill University; Kaiqiong Zhao, Epidemiology, Biostatistics and Occupational Health, and Human Genetics, McGill University; Lajmi Lakhal-Chaieb, Université Laval
3:25 PM
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Semiparametric Transformation Probit Models with Current-Status Data
Jing Qin, National Institute of Allergy and Infectious Diseases, NIH; Hao Liu, Indiana University Melvin and Bren Simon Cancer Center
3:35 PM
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Wednesday, 08/01/2018
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An Automated Probabilistic Algorithm for the Detection of Central Vein Sign in Multiple Sclerosis
Jordan Dworkin, University of Pennsylvania; Pascal Sati, National Institute of Neurological Disorders and Stroke; Andrew Solomon, University of Vermont; Dzung Pham, Henry M. Jackson Foundation; Richard Watts, University of Vermont; Melissa Martin, University of Pennsylvania; Daniel Ontaneda, Cleveland Clinic; Matthew K Schindler, National Institute of Neurological Disorders and Stroke; Daniel S Reich, National Institute of Neurological Disorders and Stroke; Russell T Shinohara, University of Pennsylvania
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Convergence Complexity Analysis of Albert and Chib's Algorithm
Qian Qin, University of Florida; James P. Hobert, University of Florida
8:35 AM
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A Transformation-Based K-Means Algorithm for Skewed Data
Nicholas S Berry, Iowa State University; Ranjan Maitra, Iowa State University
8:35 AM
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Concomitant Regression Models for Microbiome Data
Christian Mueller, Flatiron Institute; Aditya Mishra, Flatiron Institute; Patrick Combettes, North Carolina State University
8:55 AM
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Mixtures of Poisson Regressions with Measurement Errors
Xiaoqiong Fang; Derek S. Young, University of Kentucky
9:05 AM
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Semiparametric Estimation of the Cure Fraction in Population-Based Cancer Survival Analysis
Ennan Gu, University of South Carolina; Jiajia Zhang, University of South Carolina
9:05 AM
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Can We Train Machine Learning Methods to Outperform the High-Dimensional Propensity Score Algorithm?
Mohammad Ehsanul Karim, University of British Columbia; Robert W Platt, McGill University
9:20 AM
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Genome-Wide Gaussian Process Regression for Survival Time Prediction
Aaron J. Molstad, Fred Hutchinson Cancer Research Center; Wei Sun, Fred Hutchinson Cancer Research Center; Li Hsu, Fred Hutchinson Cancer Research Center, USA
9:50 AM
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Vi-HMM: a Novel HMM-Based Method for Sequence Variant Identification in Short Read Data
Man Tang, Virginia Tech; Mohammad Shabbir Hasan, Virginia Tech; Liqing Zhang, Virginia Tech; Hongxiao Zhu, Virginia Tech University; Xiaowei Wu, Virginia Tech
10:05 AM
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PROFILE MM ALGORITHMS for GAMMA FRAILTY MODELS
Xifen Huang, University of Hong Kong; jinfeng Xu, The University of Hong Kong
10:05 AM
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Longitudinal Independent Component Modeling Framework for fMRI Decomposition
Yikai Wang, Emory University; Ying Guo, Emory University
10:35 AM
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Time-Constrained Predictive Modeling on Large and Continuously Updating Financial Data Sets
Bernard Lee, HedgeSPA Limited; Nicos Christofides, Imperial College London
11:20 AM
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A Global Convergent Algorithm for Integer Calibration Weighting
Kelly Toppin, National Agricultural Statistics Service; Luca Sartore, National Institute of Statistical Sciences; Clifford Spiegelman, Texas A&M University
11:35 AM
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Forecasting Consumer Interests from Search Query Data Using Large-Scale, Semiparametric Probabilistic Prediction Algorithms
Georg Goerg
2:05 PM
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An Algorithm for Removing Sensitive Information
James Johndrow, Stanford University; Kristian Lum, Human Rights Data Analysis Group
2:25 PM
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Integrating Auxiliary Data in Optimal Spatial Design for Species Distribution Mapping
Jonathan Stallings, North Carolina State University; Brian Reich, North Carolina State University; Krishna Pacifici, North Carolina State University
2:30 PM
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Differentially Private Multiple Synthesis via an Adaptive Multiplicative Weighting Algorithm
Evercita Eugenio, University of Notre Dame; Fang Liu, University of Notre Dame
2:35 PM
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Applications of the Mixturegram for Determining the Number of Components in Finite Mixture Models
Chenlu Ke, University of Kentucky; Derek S. Young, University of Kentucky; Xiaoxue Zeng, Apple. Inc
2:35 PM
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Bias Reduction in Logistic Regression with Missing Responses When the Missing-Data Mechanism Is Non-Ignorable
Vivek Pradhan
2:35 PM
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Variational EM Type Algorithm Using Divergences:Applications to Privacy Analytics
Lei Li, George Mason University; Anand N Vidyashankar, George Mason University
2:35 PM
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A Top-Down Algorithm for Releasing Differentially Private Hierarchical Multi-Dimensional Contingency Tables with Exact Constraints
Robert Ashmead, U.S. Census Bureau; John M Abowd, U.S. Census Bureau; Simson Garfinkel, U.S. Census Bureau; Michael Hay, Colgate University; Dan Kifer, Penn State University ; Philip Leclerc, U.S. Census Bureau; Ashwin Machanavajjhala, Duke University; Ryan McKenna, , University of Massachusetts, Amherst; Gerome Miklau, University of Massachusetts, Amherst; Brett Moran, U.S. Census Bureau; William Sexton, U.S. Census Bureau
2:50 PM
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Real-Time, Within-Person Randomization Using a Bandit Algorithm in a Clinical Trial
Susan Murphy, Harvard University
2:55 PM
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Weighted Stochastic Gradient Descent Algorithm
Xueying Tang, Columbia University; Zhi Wang, Columbia University; Jingchen Liu, Columbia University
3:05 PM
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Consistent Estimation of the Spectrum of Trace Class Data Augmentation Algorithms
Saptarshi Chakraborty, University of Florida; Kshitij Khare, University of Florida
3:05 PM
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A Classification Framework for Forecast Model Selection
Thiyanga Talagala, Monash University; Rob J Hyndman, Monash University; George Athanasopoulos, Monash University
3:20 PM
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Thursday, 08/02/2018
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Assessment of Case Influence in Support Vector Machine
Shanshan Tu, The Ohio State University; Yoonkyung Lee, Ohio State University; Yunzhang Zhu, The Ohio State University
8:50 AM
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A Test of Homogeneity for Two-Sample, Two-Component Mixture Models
Ollivier Hyrien, Fred Hutchinson Cancer Research Center
9:15 AM
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On Implementation of Iterative Algorithms of Model-Based Optimal Experimental Design on a Quantum Computer
Sergei Leonov, ICON Clinical Research
9:15 AM
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Frailty Model for Time-To-Event Data on a Social Network
Fangda Song, The Chinese University of Hong Kong; Jing Chu, University of Michigan; Yingying Wei, The Chinese University of Hong Kong
9:20 AM
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A Flexible Zero-Inflated Regression Model
Eric Roemmele; Derek S. Young, University of Kentucky
9:20 AM
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Ad-Hoc Calibration for Rounding Rules with Nonlinear Benchmarks
Luca Sartore, National Institute of Statistical Sciences; Nathan Cruze, USDA National Agricultural Statistics Service; Habtamu Benecha, USDA National Agricultural Statistics Service; Andreea Erciulescu, National Institute of Statistical Sciences; Kelly Toppin, National Agricultural Statistics Service; Clifford Spiegelman, Texas A&M University
10:35 AM
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Online Non-Negative Tensor Decomposition with Application to Kidney Paired Donation
Mathieu Bray, University of Michigan; Peter X.-K. Song, University of Michigan
11:50 AM
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