Keyword Search
Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
|
Keyword Search Criteria: Application returned 221 record(s)
|
|
Sunday, 07/29/2018
|
Efficient Robust Doubly Adaptive Regularized Regression with Application to fMRI Data
Wei Tu, University of Alberta
|
Factor GARCH-Ito Models for High-Frequency Data with Application to Large Volatility Matrix Prediction
Donggyu Kim, KAIST; Jianqing Fan, Princeton University
|
Spatially Informed Variable Selection Priors and Application to Neuroimaging Data
Marina Vannucci, Rice University
2:05 PM
|
State-Space Modeling Applications in Fisheries Science and Management
Sean Patrick Cox, Simon Fraser University
2:05 PM
|
Cluster-Temporal Models for Disease Surveillance with an Application to Dengue Fever Infection in Taiwan
Pei-Sheng Lin
2:05 PM
|
Predictive Inference for Locally Stationary Time Series with an Application to Climate Data
Srinjoy Das, UCSD; Dimitris Politis, UCSD
2:05 PM
|
Application of Propensity Score Quintile Matching for Baseline Parameters in a Medical Device Trial Design
Hong Wang, Boston Scientific Corporation; Songtao Jiang, Boston Scientific; Peter Lam, Boston Scientific
2:05 PM
|
High-Dimensional MCMC Diagnostics with Application to Spatial Text Clustering of Beer Flavours
David Alexander Campbell, Simon Fraser University; Subhash Lele, University of Alberta; Peter Solymos, Alberta Biodiversity Monitoring
2:25 PM
|
Factor GARCH-Ito Models for High-Frequency Data with Application to Large Volatility Matrix Prediction
Donggyu Kim, KAIST; Jianqing Fan, Princeton University
2:45 PM
|
Exploring Clustering Applications in Outlier Detection for Administrative Data Sources
Elizabeth Ayres, Statistics Canada
2:50 PM
|
Dealing with Inaccurate Measures of Size in Two-Stage Probability Proportional to Size Sample Designs: Applications in African Household Surveys
Graham Kalton, Westat; Ismael Flores Cervantes, Westat; Carlos Arieira, Westat; Mike Kwanisai, Westat; Jehun Kim, Westat; Elizabeth Radin, ICAP at Columbia University; Suzue Saito, ICAP at Columbia University; Anindya De, U.S. Centers for Disease Control and Prevention; Stephen McCracken, U.S. Centers for Disease Control and Prevention; Paul Stupp, U.S. Centers for Disease Control and Prevention
3:20 PM
|
Statistics in Works of Fiction - in Three Acts
André Michelle Lubecke, Lander University
3:20 PM
|
Semiparametric Regression Methods for Spatial and Spatio-Temporal Data with Application to Fine Particulate Matter (PM2.5) Studies
Lily Wang, Iowa State University; Jingru Mu, Iowa State University; Guannan Wang, College of William & Mary
3:25 PM
|
Bayesian Overlapping Group Lasso: An Application in Jointly Modeling Multiple Genetic Pathways with Several Common Genes Between
Sounak Chakraborty, University of Missouri, Columbia
4:05 PM
|
Adaptively-Tuned Particle Swarm Optimization with Application to Spatial Design
Matthew Simpson, University of Missouri; Christopher K. Wikle, University of Missouri; Scott H. Holan, University of Missouri/U.S. Census Bureau
4:05 PM
|
Statistics Education for Future Military Leaders
Robert Koyak, Naval Postgraduate School; Kenneth Horton, US Air Force Academy; David Ruth, US Naval Academy; Andrew Geyer, Air Force Institute of Technology
4:05 PM
|
Q-Value and Its Application in Dynamic Safety Monitoring
Hal Li, Merck Research Laboratories; William Wang, Merck Research Laboratories
4:20 PM
|
Asymptotics of Generalized Depth-Based Scale Processes and Applications
Jin Wang, Northern Arizona University
4:20 PM
|
Causal Inference Applications in Google Search Ads
Jeffrey Moulton, Google; Valeria Espinosa, Google
4:25 PM
|
Inference and Optimal Design for Longitudinal Cluster-Randomized Clinical Trials Given a Small Number of Clusters with Application to a Serious Mental Illness Intervention Study
CHAE RYON KANG, University of Pittsburgh; DI ZHANG, University of Pittsburgh
4:50 PM
|
Statistical Applications of CLT for Dependent Data
Martial Longla; Isidore Seraphin Ngongo, Université de Paris 1 Panthéon Sorbonne
4:50 PM
|
Extensions on Non-Parametric Hawkes Models for Applications in Crime and Disease Spread
Junhyung Park, UCLA; Frederic Paik Schoenberg, UCLA
4:50 PM
|
Model Based Clustering via Copula and Applications
Marta Nai Ruscone, LIUC
4:50 PM
|
Applications of Extreme Value Methods in the IPCC and US National Assessment Reports
Michael F Wehner, Lawrence Berkeley National Laboratory
4:55 PM
|
Models for Sensory Discrimination with Application to Tobacco Regulatory Science
Ghideon Solomon, FDA; George Rochester, FDA Center for Tobacco Products
5:25 PM
|
|
Monday, 07/30/2018
|
Control of Two-Dimensional False Discovery Rate by Combining Two Univariate Multiple Testing Results with Application to Mass Spectral Data
Jaesik Jeong; Johan Lim, Seoul National University; Yongrae Kim, Seoul National University; Jong Soo Lee, University of Massachusetts
|
The Application of Elastic Net with Fused Term in Change Point Detection via Coordinate Descent
Zhi Wang, University of Alabama
|
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
|
An Application of Clustering Method on EHR Data Phenotyping and Prediction
Shu Wang, University of Pittsburgh; Joyce Chung-Chou H Chang, University of Pittsburgh; Christopher W. Seymour, University of Pittsburgh; Jason Kennedy, University of Pittsburgh; Zhongying Xu, University of Pittsburgh
|
An Algorithm to Compare Patterns and Its Application on Shoe Out-Sole Impressions
Soyoung Park, Iowa State University / CSAFE; Alicia Carriquiry, Iowa State University
|
Bayesian Bivariate Extreme Value Analysis with Application in Environmental Statistics
Yuan Tian, North Carolina State University; Brian Reich, North Carolina State University
|
Full-Range Tail Dependence Copulas with Applications in Insurance
Rafael Lovas, Purdue University; Tom Leinart, Purdue University; Jianxi Su, Purdue University
|
Applications of Directional Inference
Andrew McCormack; Nancy Reid, University of Toronto; Sri-Amirthan Theivendran, University of Toronto; Nicola Sartori, University of Padua
|
Multivariate Mediation Analysis with a Multi-Categorical Exposure Variable: An Application to Explore Racial and Ethnic Disparities in Obesity
Qingzhao Yu, Louisiana State University Health Sciences Ctr; Lin Zhu, Louisiana State University Health Sciences Ctr; Bin Li, Louisiana State University
|
Identifying Epigenetic Regions Exhibiting Critical Windows of Susceptibility to Air Pollution
Michele Zemplenyi, Harvard University; Mark J Meyer, Georgetown University; Brent A. Coull, Harvard TH Chan School of Public Health
|
Melded Bayesian Inference for Stochastic Theoretical Models with Applications in Agent Based Modeling
Mark Dawkins
|
Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
|
Random Conditional Histogram Based Density Estimation with Applications in Probabilistic Forecasting
Rui Li, North Carolina State University; Howard D Bondell, University of Melbourne; Brian Reich, North Carolina State University
|
Covariate-Adjusted Recurrent Processes on Network and an Application to Geyser Eruption Prediction
Zhongnan Jin, Virginia Tech; Yili Hong, Virginia Tech
|
Tangent Field and Multi-Fractional Brownian Motion with Applications on Stock Indices
Jinqi Shen, University of Michigan; Tailen Hsing, University of Michigan
|
New Applications of Machine Learning to Estimating Large Physician Demand Models
Bryan Sayer, Social & Scientific Systems, Inc.; William Encinosa, Agency for Health Care Quality and Research
|
An Application of Monothetic Clustering to Data with Circular Variables
Tan V Tran, Montana State University; John C Priscu, Montana State University; Mark Greenwood, Montana State University; Marie Sabacká, University of South Bohemia
|
Depth-Based Clustering for Multivariate Time Series with Applications in Wind Energy
Laura L. Tupper, Williams College
|
Integration of Multiple 'Omic Data Types for Screening Disease-Related Gene Sets with Applications in Lung Cancer
Su Hee Chu, Brigham and Women's Hospital and Harvard Medical School; Yen-Tsung Huang, Academia Sinica
8:35 AM
|
Nonparametric K-Sample Test on Riemannian Manifolds with Application to Analyzing Mitochondrial Shapes
Ruiyi Zhang, Florida State University; Todd Ogden, Columbia University; Martin Picard, Columbia University; Anuj Srivastava, Florida State University
8:35 AM
|
Pleiotropic Effects of Genetic Variants on Aging Traits and Lifespan: Applications of Stochastic Process Models
Konstantin Arbeev, Duke University; Olivia Bagley, Duke University; Fang Fang , Duke University; Hongzhe Duan, Duke University; Ilya Zhbannikov, Duke University; Igor Akushevich, Duke University; Alexander Kulminski, Duke University; Svetlana Ukraintseva, Duke University; Anatoliy Yashin, Duke University
8:35 AM
|
Guidance on NIMH Grant Application Power Calculations
Wesley Kurt Thompson, University of California, San Diego
8:35 AM
|
Factor Models for High-Dimensional Dynamic Networks: With Application to International Trade Flow Time Series 1981--2015
Elynn CHEN, Rutgers University; Rong Chen, Rutgers University
8:35 AM
|
Random Conditional Histogram Based Density Estimation with Applications in Probabilistic Forecasting
Rui Li, North Carolina State University; Howard D Bondell, University of Melbourne; Brian Reich, North Carolina State University
8:45 AM
|
Tangent Field and Multi-Fractional Brownian Motion with Applications on Stock Indices
Jinqi Shen, University of Michigan; Tailen Hsing, University of Michigan
8:50 AM
|
Large Scale Application of Mendelian Randomization for Systematic Causal Inferences Using GWAS Summary Statistics for Drug Discovery and Development
Xing Chen, Pfizer Inc WRD
9:05 AM
|
A Hybrid Method for the Stratified Mark-Specific Proportional Hazards Models with Missing Data, with Applications to Dengue Vaccine Efficacy Trials
Yanqing Sun, University of North Carolina At Charlotte; Li Qi, Biostatistics and Programming, Sanofi; Peter Gilbert, Fred Hutchinson Cancer Research Center; Fei Heng, University of North Carolina at Charlotte
9:15 AM
|
UNIQUE ENTITY ESTIMATION with APPLICATION to the SYRIAN CONFLICT
Beidi Chen, Rice University
9:15 AM
|
Changing Mixtures Does Not Always Change Margins: An Application to Single-Cell RNA-Seq
Michael Newton, University of Wisconsin at Madison; XIuyu Ma, University of Wisconsin at Madison; Christina Kendziorski, University of Wisconsin - Madison
9:25 AM
|
Two-Way Sparsity for Time-Varying Networks, with Applications in Genomics
Thomas Bartlett, University College London; Ricardo Silva, University College London; Ioannis Kosmidis, University of Warwick
9:50 AM
|
Robust Inference Based on Linear Mixed Models with Application to Gene Detections
Youngseok Song, Colorado State University; Wen Zhou, Colorado State University; Kim Hoke, Colorado State University; Wenxin Zhou, University of California, San Diego
9:50 AM
|
The Roots of James Thompson: Life as a Graduate Student at Princeton
Karen Kafadar, University of Virginia
9:55 AM
|
New Applications of Machine Learning to Estimating Large Physician Demand Models
Bryan Sayer, Social & Scientific Systems, Inc.; William Encinosa, Agency for Health Care Quality and Research
10:05 AM
|
Theory vs. Practice
Edward George, Wharton, University of Pennsylvania; Trevor Hastie, Stanford University; Elizaveta Levina, University of Michigan; John Petkau, University of British Columbia; Nancy Reid, University of Toronto; Richard J Samworth, University of Cambridge; Robert Tibshirani, Stanford University; Larry Wasserman, Carnegie Mellon University; Bin Yu, UC Berkeley
10:35 AM
|
Joint Testing in High-Dimensional Instrumental Variables Regression with an Application to Genomics Data
Jiarui Lu, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
10:35 AM
|
Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
10:40 AM
|
Multivariate Mediation Analysis with a Multi-Categorical Exposure Variable: An Application to Explore Racial and Ethnic Disparities in Obesity
Qingzhao Yu, Louisiana State University Health Sciences Ctr; Lin Zhu, Louisiana State University Health Sciences Ctr; Bin Li, Louisiana State University
11:15 AM
|
Identifying Epigenetic Regions Exhibiting Critical Windows of Susceptibility to Air Pollution
Michele Zemplenyi, Harvard University; Mark J Meyer, Georgetown University; Brent A. Coull, Harvard TH Chan School of Public Health
11:15 AM
|
Application of Futility Testing in Vaccine Outcome Studies (With a Recent Example)
Aiying Chen, Sanofi Pasteur; Scott Patterson, Sanofi Pasteur; Ehab Bassily, Sanofi Pasteur
11:15 AM
|
Model-Based Clustering of Nonparametric Weighted Networks with Application to Water Pollution Analysis
Amal Agarwal, Pennsylvania State University; Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
11:20 AM
|
Melded Bayesian Inference for Stochastic Theoretical Models with Applications in Agent Based Modeling
Mark Dawkins
11:20 AM
|
Single-Cell Gene Set Analysis with Applications in Tumor Heterogeneity
Lingling An, University of Arizona; Di Ran, University of Arizona; Nicholas Lytal, University of Arizona
11:20 AM
|
Covariate-Adjusted Recurrent Processes on Network and an Application to Geyser Eruption Prediction
Zhongnan Jin, Virginia Tech; Yili Hong, Virginia Tech
11:40 AM
|
An Application of Monothetic Clustering to Data with Circular Variables
Tan V Tran, Montana State University; John C Priscu, Montana State University; Mark Greenwood, Montana State University; Marie Sabacká, University of South Bohemia
11:50 AM
|
Maximum Diversity Weighting for Biomarkers with Application in HIV-1 Vaccine Studies
Zonglin He, Fred Hutchinson Cancer Research Center; Youyi Fong, Fred Hutchinson Cancer Research Center
11:55 AM
|
Correlation Tensor Decomposition and Its Application in Spatial Imaging Data
Yujia Deng, UIUC; Xiwei Tang, University of Virginia; Annie Qu, University of Illinois at Urbana-Champaign
12:05 PM
|
Bessel Functions and the Ordering of Changes in Biomarkers, with Application to the Hypothesized Biomarker Model in Preclinical Alzheimer Disease
Chengjie Xiong, Washington University in St Louis; Jingqin Luo, Washington University; John Morris, Washington University
12:05 PM
|
A Classical Regression Framework for Mediation Analysis with Applications to Behavioral Science
Christina Saunders
2:05 PM
|
Bayesian Disaggregation of Spatio-Temporal Survey-Based Estimates: An Application to the American Community Survey
Marco H. Benedetti, University of Michigan; Veronica J. Berrocal, University of Michigan
2:05 PM
|
An Application of 2-In-1 Adaptive Phase 2/3 Design for Expedited Oncology Drug Development
Xinqun (Maggie) Chen, Merck & Co., Inc.; Linda Sun, Merck & Co., Inc.; Cong Chen, Merck & Co.
2:05 PM
|
Frechet Estimation of Dynamic Covariance Matrices, with Application to Regional Myelination in the Developing Brain
Alexander Petersen, University of California, Santa Barbara; Hans Mueller, UC Davis; Sean Deoni, Brown University
2:20 PM
|
Statistical Methods for Integrative Analysis of Multi-Omics Data with Applications to Psychiatric Disorders
Hongyuan Cao, University of Missouri-Columbia; Jun Chen, Mayo Clinic; Xianyang Zhang, Texas A&M University
2:30 PM
|
Multivariate Functional Quantile Envelopes with Application to Radiosonde Wind Data
Gaurav Agarwal, King Abdullah University of Science and Technology (KAUST); Ying Sun, KAUST
2:35 PM
|
Application of Bayesian Analyzes to Doubly-Randomized Delayed-Start, Matched Control Designs to Demonstrate Disease Modification
Ibrahim Turkoz, Janssen Research and Development, LLC; Marcus Sobel, Temple Universisity; Larry Alphs, Janssen Scientific Affairs, LLC
2:35 PM
|
Bayesian Regression with Undirected Network Predictors with an Application to Brain Connectome Data
Sharmistha Guha, UC Santa Cruz; Abel Rodriguez, UC Santa Cruz
2:45 PM
|
Capture-Recapture Methods for Data on the Activation of Applications on Mobile Phones
Mamadou YAUCK, Universite Laval; Louis-Paul Rivest, Université Laval; Greg Rothman, NinthDecimal
2:50 PM
|
Multilayer Tensor Factorization with Applications to Recommender Systems
Xuan Bi; Annie Qu, University of Illinois at Urbana-Champaign; Xiaotong Shen, University of Minnesota
2:50 PM
|
Interval-Valued Kriging and Application in Climate Related Predictions
Brennan Bean, Utah State University; Yan Sun, Utah State University
2:50 PM
|
Constructing Independent Evidence from Regression and Instrumental Variables with an Application to the Effect of Violent Conflict on Altruism and Risk Preference
Bikram Karmakar, University of Pennsylvania; Dylan Small, University of Pennsylvania
3:05 PM
|
Bayesian Nonparametric Differential Analysis with Application to Colorectal Cancer DNA Methylation
Chiyu Gu, University of Missouri; Subharup Guha, University of Florida; Veera Baladandayuthapani, UT MD Anderson Cancer Center; Jeffrey S Morris, The University of Texas M.D. Anderson Cancer Center
3:05 PM
|
A Bayesian Nonparametric Method for Zero-Inflated Data with Applications to Medical Costs
Arman Oganisian, University of Pennsylvania; Nandita Mitra, University of Pennsylvania; Jason Roy, University of Pennsylvania
3:05 PM
|
Multiscale Scanning in Inverse Problems: Applications to Super-Resolution Microscopy
Frank Werner, Max Planck Institute for Biophysical Chemistry; Axel Munk, University of Goettingen; Katharina Proksch, University of Goettingen
3:05 PM
|
Manifold Data Analysis with Applications to High-Resolution 3D Imaging
Matthew Reimherr, Pennsylvania State University
3:05 PM
|
Bayesian Applications for Extrapolation from Adult to Pediatric Data
Amy Xia, Amgen
3:05 PM
|
Joint Modeling of Length-Biased and Competing Risks Survival Times with View Toward Individualized Prediction: An Application to Spontaneous Labor
Rajeshwari Sundaram, Eunice Kennedy SHriver National Institute of Child Health and Human Development; Ling Ma, Clemson University
3:20 PM
|
A Simulation-Based Comparison Study About Different Methods Adjusting for the Bias of Treatment Non-Adherence
Jia Jia, AbbVie; Ying Zhang, Penn State College of Medicine; Jane Qian, Abbvie
3:20 PM
|
The Spatial Wishart Process and Its Applications to Diffusion Tensor Images
Zhou Lan, North Carolina State University; Brian Reich, North Carolina State University; Joseph Guinness, NC State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
3:35 PM
|
|
Tuesday, 07/31/2018
|
Nonlinear Models with Measurement Error: Application to Vitamin D
Brenna Curley, Moravian College
|
Applications of Neural Net Models to Identify Placebo Responders in Clinical Trials
Mikhail Dmitrienko, Blue Valley North High School
|
Barcoding of Hematopoietic Stem Cells: Application of the Species Problem
Siyi Chen, Rice Univ Dept of Statistics; Marek Kimmel, Rice University; Katherine King, Baylor College of Medicine
|
A Bayesian Semiparametric Model for Correlated Longitudinal Data: An Application to Studies Involving Patients and Family Members
Li-Jung Liang, UCLA
|
Measuring the Percentage of Smoothness in the Trend of a Univariate Time Series: An Application to a Time Series of Mexico's GDP
Daniela Cortés Toto, Universidad De Las Américas Puebla (UDLAP); Víctor M. Guerrero, Instituto Tecnológico Autónomo de México (ITAM); Hortensia J. Reyes Cervantes, Benemérita Universidad Autónoma de Puebla (BUAP)
|
An Application of Stagewise Estimation to Monitor Latent Class Changes Over Survey Periods
Kei Miyazaki, Kansai University; Takahiro Hoshino, Keio University; Ulf Bockenholt, Northwestern University
|
An Application of SEM to Measure the Effects of Government Programs and Actions on the Reduction of Poverty for the Population of the State of Guanajuato, Mexico
Rafael Perez Abreu
|
Analysis Framework in Integrating Data of Different Modalities with Application in Identifying Important Predictors/Subgroups in Non-Alcoholic Steatohepatitis
Tuan Nguyen, Gilead Sciences; Guang Chen, Gilead Sciences; Adarsh Joshi, Gilead Sciences, Inc.; Lulu Wang, Gilead Sciences; Yafeng Zhang, Gilead Sciences; Yuanyuan Xiao, Gilead Sciences; Catherine Jia, Gilead Sciences; Ren Xu, Gilead Sciences; Stephen Djedjos, Gilead Sciences; Rob Myers, Gilead Sciences
|
Models for Repeated Clustered Data with Informative Cluster Sizes with Applications in Psychiatry
Ana-Maria Iosif, University of California, Davis; Laura M Tully, University of California Davis; Tara A Niendam, University of California Davis
|
An Application of Machine Learning for 3D IC Defect Detection
Meihui Guo, National Sun Yat-Sen University; Yu-Jung Huang, I-Shou University
|
Method for Evaluating Longitudinal Follow-Up Frequency: Application to Dementia Research
Leah Suttner, University of Pennsylvania; Sharon X Xie, University of Pennsylvania
|
Integrative Statistical Analysis Pipeline for RNA-Seq and NanoString with Application to Gene Expression Data of Cancer Patients
Jeea Choi, Novartis Pharmaceuticals; Catarina D. Campbell, Novartis Institutes for BioMedical Research; Xiaoshan Wang, Novartis Pharmaceuticals; He Wei, Novartis Pharmaceuticals; Robinson Douglas, Novartis Pharmaceuticals; Stephane Wong, Novartis Pharmaceuticals; Bin Fu, Novartis Pharmaceuticals; Rebecca Leary, Novartis Institutes for BioMedical Research; Kavitha Venkatesan, Novartis Institutes for BioMedical Research; Ying A Wang, Novartis Pharmaceuticals
|
Comparison of Missing Data Methods in the Use of LASSO Regression for Model Selection with Applications to the National Trauma Data Bank
Sarah B Peskoe, Duke University; Tracy Truong, Duke University; Lily R Mundy, Duke University School of Medicine; Ronnie L Shammas, Duke University School of Medicine; Scott T Hollenbeck, Duke University School of Medicine
|
Predicting Overflow: A Novel Application of Latrine Sensors and Machine Learning for Optimizing Sanitation Services in Informal Settlements
Phillip Turman-Bryant, Portland State University; Evan Thomas, Portland State University
|
Application of Email Spam Filtering Algorithms to SMS Data
Yishu Xue, University Of Connecticut
|
Application of a Method for Identifying Disease Subtypes That Are Etiologically Heterogeneous
Emily Zabor, Memorial Sloan Kettering Cancer Center; Colin B Begg, Memorial Sloan Kettering Cancer Center
|
Application of External Concordance Method
Wenliang Yao, Astrazeneca; Pralay Mukhopadhyay, Astrazeneca
|
Efficient Big Data Model Selection with Applications to Fraud Detection
Gregory Vaughan, Bentley University
|
Personalization Through Uplift Modeling: Techniques and Business Applications
Victor Lo, Fidelity Investments
8:35 AM
|
Applications of the Fractionally-Random-Weight Bootstrap
William Meeker, Iowa State University; Chris Gotwalt, JMP; Yili Hong, Virginia Tech
8:35 AM
|
Integrative Statistical Analysis Pipeline for RNA-Seq and NanoString with Application to Gene Expression Data of Cancer Patients
Jeea Choi, Novartis Pharmaceuticals; Catarina D. Campbell, Novartis Institutes for BioMedical Research; Xiaoshan Wang, Novartis Pharmaceuticals; He Wei, Novartis Pharmaceuticals; Robinson Douglas, Novartis Pharmaceuticals; Stephane Wong, Novartis Pharmaceuticals; Bin Fu, Novartis Pharmaceuticals; Rebecca Leary, Novartis Institutes for BioMedical Research; Kavitha Venkatesan, Novartis Institutes for BioMedical Research; Ying A Wang, Novartis Pharmaceuticals
8:40 AM
|
A Comprehensive Germ Cell Tumor Data Commons and Its Application in Risk Classification Model Validation
Bo Ci; Yang Xie, University of Texas Southwestern Medical Center ; Lindsay Frazier, Dana-Farber Cancer Institute; Matthew Murray, Cambridge University Hospitals; James Amatruda, University of Texas Southwestern Medical Center; Mark Krailo, University of Southern California; Samuel Volchenboum, University of Chicago; Bo Yao, University of Texas Southwestern Medical Center; Caihong Xia, Children's Oncology Group; Lin Xu, University of Texas Southwestern Medical Center; Danni Luo, University of Texas Southwestern Medical Center; Shin-Yi Lin, University of Texas Southwestern Medical Center
8:50 AM
|
Applications of the Parametric Approach to Estimation of Totals and Means for Complex Survey Data in the Presence of Full Response
Ismael Flores Cervantes, Westat
9:05 AM
|
Conditional Normal Copulas and Their Use in Applications
Pavel Krupskiy, University of British Columbia; Harry Joe, University of British Columbia; Marc G Genton, King Abdullah University of Science and Technology
9:25 AM
|
Method for Evaluating Longitudinal Follow-Up Frequency: Application to Dementia Research
Leah Suttner, University of Pennsylvania; Sharon X Xie, University of Pennsylvania
9:35 AM
|
Nonlinear Support Vector Machine for Multivariate Functional Data with Applications to fMRI and EEG Data Analysis
Zheye Yuan, Penn State Univ; Bing Li, The Pennsylvania State University
9:35 AM
|
Application of External Concordance Method
Wenliang Yao, Astrazeneca; Pralay Mukhopadhyay, Astrazeneca
9:40 AM
|
Application of a Method for Identifying Disease Subtypes That Are Etiologically Heterogeneous
Emily Zabor, Memorial Sloan Kettering Cancer Center; Colin B Begg, Memorial Sloan Kettering Cancer Center
9:55 AM
|
High-Dimensional Sparse Generalized Eigenvalue Problem and Its Applications to Multivariate Statistics
Kean Ming Tan, University of Minnesota; Zhaoran Wang, Northwestern University; Han Liu, Northwestern University; Tong Zhang, Tencent Technology
10:50 AM
|
Propensity Score Methods for Studies with Hierarchical Data Structure and Continuous Treatments: Application to Childhood Obesity Interventions in Los Angeles County
Justin R Williams, UCLA; Catherine Crespi, University of California, Los Angeles; May Wang, University of California, Los Angeles
10:55 AM
|
An Application of Covariate-Adjusted Partial Spearman's Rank Correlations with Probability-Scale Residuals
Cathy A Jenkins, Vanderbilt University Medical Center; John R Koethe, Vanderbilt University School of Medicine; Timothy R Sterling, Vanderbilt University School of Medicine; Spyros A Kalams, Vanderbilt University School of Medicine; Bryan E Shepherd, Vanderbilt University School of Medicine
11:05 AM
|
Application of Bayesian Approach in Evaluating Rare Adverse Events During a Clinical Study
Ying Grace Li, Eli Lilly and Company
11:05 AM
|
Comparison of Missing Data Methods in the Use of LASSO Regression for Model Selection with Applications to the National Trauma Data Bank
Sarah B Peskoe, Duke University; Tracy Truong, Duke University; Lily R Mundy, Duke University School of Medicine; Ronnie L Shammas, Duke University School of Medicine; Scott T Hollenbeck, Duke University School of Medicine
11:15 AM
|
Detecting and Correcting Influential Values Using the Conditional Bias Approach : Application to the Canadian Survey of Household Spending
Christiane Laperrière, Statistics Canada; Aliou Seydi, Statistics Canada
11:20 AM
|
Developing Genomic Biomarker to Guide Personalized Patient Management in Oncology: Validity and Utility of Clinical Diagnostic Applications
Michael Crager, Genomic Health; Ruixiao Lu, Genomic Health, Inc.
11:25 AM
|
Estimation of Treatment Effect in Enriched Clinical Trials: Application to Multiple Sclerosis
Rachel MacKay Altman, Simon Fraser University
11:35 AM
|
An Application of Machine Learning for 3D IC Defect Detection
Meihui Guo, National Sun Yat-Sen University; Yu-Jung Huang, I-Shou University
11:40 AM
|
Efficient Big Data Model Selection with Applications to Fraud Detection
Gregory Vaughan, Bentley University
11:50 AM
|
Estimating Directed Acyclic Graphs from High-Dimensional Data and Its Application in Biomarker Discoveries in Early Clinical Trials
Hua Zhong, New York University; Jaehong Yu, NYU School of Medicine
11:55 AM
|
Predicting Overflow: A Novel Application of Latrine Sensors and Machine Learning for Optimizing Sanitation Services in Informal Settlements
Phillip Turman-Bryant, Portland State University; Evan Thomas, Portland State University
11:55 AM
|
Application of Email Spam Filtering Algorithms to SMS Data
Yishu Xue, University Of Connecticut
11:55 AM
|
Application of Bayesian Analysis on Blood Lead Level Data for Children
Shailendra Banerjee, Centers for Disease Control
12:05 PM
|
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
|
Artificial Intelligence (AI)-Enhanced Applications to Survey-Specific Imputation Tasks to Achieve Time and Cost Efficiencies
Steven B. Cohen, RTI International
2:05 PM
|
Causal Inference Using EMRs with Missing Data: a Machine Learning Approach with an Application on the Evaluation of Implantable Cardioverter Defibrillators
Changyu Shen, Beth Israel Deaconess Medical Center, Harvard Medical School; Xiaochun Li, Indiana University; Zuoyi Zhang, Regenstrief Institute; Alfred E Buxton, Beth Israel Deaconess Medical Center
2:25 PM
|
A Joint Modeling Framework Using Responses and Response Times to Track Skill Acquisition: Model Estimation and Application
Shiyu Wang, University of Georgia; Susu Zhang, University of Illinois at Urbana-Champaign; Jeff Douglas, University of Illinois at Urbana-Champaign; Steven Culpepper, University of Illinois at Urbana-Champaign
2:25 PM
|
Statistical Methods for Wearable Device Data with an Application in Clinical Studies
Xinyue Li, Yale University; Hongyu Zhao, Yale; Michael John Kane, Yale University; Yunting Zhang, Shanghai Children's Medical Center; Fan Jiang, Shanghai Children's Medical Center; Qingmin Lin, Shanghai Children's Medical Center; Qi Zhu, Shanghai Children's Medical Center; Yuanjin Song, Shanghai Children's Medical Center
2:35 PM
|
Factor Analysis of Multitype Recurrent Events with Applications to Modern Educational Assessment
Yunxiao Chen, Emory University
2:45 PM
|
A Nonlinear Model for Censored and Mis-Measured Time-Varying Covariates in Survival Models, with Applications in HIV/AIDS Studies
Hongbin Zhang, City University of New York, School of Public Health; Lang Wu, University of British Columbia
2:50 PM
|
Bayesian Variable Selection for Restricted Latent Class Model with an Application in Cognitive Diagnostic Models
Steven Culpepper, University of Illinois at Urbana-Champaign; Feng Liang, University of Illinois at Urbana-Champaign; Yinyin Chen, University of Illinois at Urbana Champaign
3:05 PM
|
Regression Based Circular Error Probable: An Application to Ballistic Systems
Zachary Zimmer; Casey Turner, ATEC
3:05 PM
|
Application of State Health Status In the Design of the 2011-2014 National Health and Nutrition Examination Survey
Jay Clark, Westat; Leyla Mohadjer, Westat; Te-Ching Chen, National Center for Health Statistics
3:20 PM
|
Spatial Factor Models for High-Dimensional and Large Spatial Data: An Application in Forest Variable Mapping
Daniel Taylor Rodriguez, Portland State University; Andrew Oliver Finley, Michigan State University; Abhi Datta, Johns Hopkins Bloomberg School of Public Health; Chad Babcock, University of Washington; Hans-Erik Andersen, USDA Forest Service; Bruce Douglas Cook, NASA Goddard Space Flight Center; Douglas C Morton, NASA Goddard Space Flight Center; Sudipto Banerjee, UCLA School of Public Health
3:35 PM
|
|
Wednesday, 08/01/2018
|
Switching Regimes Time Series Models with Application to Changes Brain Connectivity in an fMRI-Movie Experiment
Marco Antonio Pinto-Orellana, Statistics, CEMSE Division. King Abdullah University of Science and Technology; Chee-Ming Ting, King Abdullah University of Science and Technology; Jeremy Skipper, Institute for Multimodal Communication. University College London; Steven Small, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology
|
Bayesian Nonparametric Estimation of the Spectral Density Function, with Applications to Spectral Analysis of EEG Data
Guillermo Cuauhtemoctzin Granados Garcia, King Abdullah University of Science and Technology; Hernando Ombao, King Abdullah University of Science and Technology; Mark Fiecas, University of Minnesota
|
A Hierarchical, Multiple-Testing Framework for High-Dimensional Data Analysis and Application to Flow Cytometry
John Pura
|
Online Sequential Monitoring of Disease Incidence Rates with an Application to the Florida Influenza-Like Illness Data
Kai Yang, University of Florida; Peihua Qiu, University of Florida
|
Application of Principal Components Analysis to Urine Metal and Metalloid Exposures in the National Health and Nutrition Examination Survey (NHANES) Data
Po-Yung Cheng, CDC; Robert L Jones, CDC; Kathleen L Caldwell, CDC
|
Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
|
A Multivariate Probit Model for Learning Trajectories with Application to Classroom Assessment
Yinghan Chen, University of Nevada, Reno; Steven Culpepper, University of Illinois at Urbana-Champaign
|
Bayesian Spatial Quantile Regression for Areal Count Data, with Application on Substitute Care Placements in Texas
Clay King, Colorado Mesa University; Joon Jin Song, Baylor University
|
A Spatially Correlated Auto-Regressive Model for Count Data with Applications for Modeling Crime
Nicholas Clark, Iowa State University; Philip M Dixon, Iowa State University
|
Sample Size Formulae and Application for the Two-Stage Continual Reassessment Method (CRM)
Cody Chiuzan, Columbia University; Ying Kuen Ken Cheung, Columbia University; Zilan Chai, Columbia University
|
A Stagewise Prognostic Control Predictive Approach (SPCPA) for Subgroup Identification and Its Application in a Phase II Study
Wanying Li, Gilead Sciences; Wangshu Zhang, Gilead Sciences; Lovely Goyal, Gilead Sciences; Yuanyuan Xiao, Gilead Sciences
|
Boosting Functional Response Models for Location, Scale, and Shape with an Application to Bacterial Competition
Almond Stöcker, LMU Munich; Sarah Brockhaus, LMU Munich; Sophia Schaffer, LMU Munich; Benedikt von Bronk, LMU Munich; Madeleine Opitz, LMU Munich; Sonja Greven, LMU Munich
8:35 AM
|
Estimating Time-to-Event Characteristics via Longitudinal Threshold Regression Models - an Application to Cervical Dilation Progression
Caroline Mulatya, Emmes; Alexander C McLain , University of South Carolina; Bo Cai, University of South Carolina; James Hardin, University of South Carolina; Paul S Albert, National Cancer Institute
8:35 AM
|
Cox Regression Model Under Dependent Truncation with Applications to Studies of Neurodegenerative Diseases
Lior Rennert, Clemson University; Sharon X Xie, University of Pennsylvania
8:35 AM
|
A Stagewise Prognostic Control Predictive Approach (SPCPA) for Subgroup Identification and Its Application in a Phase II Study
Wanying Li, Gilead Sciences; Wangshu Zhang, Gilead Sciences; Lovely Goyal, Gilead Sciences; Yuanyuan Xiao, Gilead Sciences
8:35 AM
|
Application of Principal Components Analysis to Urine Metal and Metalloid Exposures in the National Health and Nutrition Examination Survey (NHANES) Data
Po-Yung Cheng, CDC; Robert L Jones, CDC; Kathleen L Caldwell, CDC
8:45 AM
|
Generalized Bayesian Factor Analysis for Integrative Clustering with Application to Multi-Modal Omics Data
Eun Jeong Min, University of Pennsylvania; Changgee Chang, University of Pennsylvania; Qi Long, University of Pennsylvania
8:50 AM
|
Sample Size Formulae and Application for the Two-Stage Continual Reassessment Method (CRM)
Cody Chiuzan, Columbia University; Ying Kuen Ken Cheung, Columbia University; Zilan Chai, Columbia University
8:55 AM
|
A Multivariate Probit Model for Learning Trajectories with Application to Classroom Assessment
Yinghan Chen, University of Nevada, Reno; Steven Culpepper, University of Illinois at Urbana-Champaign
9:00 AM
|
Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
9:05 AM
|
A Spatially Correlated Auto-Regressive Model for Count Data with Applications for Modeling Crime
Nicholas Clark, Iowa State University; Philip M Dixon, Iowa State University
9:05 AM
|
Folded Concave Penalized Estimation of Conditional Copula Graphical Models with Application to Microbial Networks
Bingyuan Liu, Pennsylvania State University; Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
9:05 AM
|
Factor Selection and Level Grouping with Applications to Golden Path Determination
Nan-Jung Hsu, National Tsing Hua University
9:05 AM
|
Bayesian Spatial Quantile Regression for Areal Count Data, with Application on Substitute Care Placements in Texas
Clay King, Colorado Mesa University; Joon Jin Song, Baylor University
9:10 AM
|
Assessing Pharmacokinetic Marker Correlates of a Failure Time Outcome, with Application to HIV Prevention Efficacy Trials
Peter Gilbert, Fred Hutchinson Cancer Research Center; Lily Zhang, Fred Hutchinson Cancer Research Center; Erika Thommes, Fred Hutchinson Cancer Research Center; Yunda Huang, Fred Hutchinson Cancer Research Center
9:35 AM
|
Online Sequential Monitoring of Disease Incidence Rates with an Application to the Florida Influenza-Like Illness Data
Kai Yang, University of Florida; Peihua Qiu, University of Florida
9:35 AM
|
Controlling the Family-Wise Type I Error Rate in a Phase II POC Trial of the Merck Pneumococcal Vaccine Program: An Application of the Hochberg Approach
Jianing Li, Merck Research Lab
9:35 AM
|
EXTENDED SENSITIVITY ANALYSIS for HETEROGENEOUS UNMEASURED CONFOUNDING with an APPLICATION to SIBLING STUDIES of RETURNS to EDUCATION
Raiden Hasegawa, The Wharton School, University of Pennsylvania; Colin Fogarty, Massachusetts Institute of Technology
9:35 AM
|
Simultaneous Prediction and Community Detection on Networks with Application to Neuroimaging
Jesús Arroyo , University of Michigan; Elizaveta Levina, University of Michigan
9:50 AM
|
Neural Network with Spline Smoothing and Its Applications to Genetics
Pei Geng, Illinois State University; Shan Zhang, Michigan State University; Qing Lu, Michigan State University
10:05 AM
|
Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions
Tianxi Cai, Harvard T.H. Chan School of Public Health; Yin Xia, Fudan University; Tianwen Cai, University of Pennsylvania
10:35 AM
|
A Bayesian Spatial-Temporal Model with Latent Multivariate Log-Gamma Random Processes with Application to Earthquake Magnitudes
Guanyu Hu, University of Connecticut; Jonathan R Bradley, Florida State University
10:35 AM
|
Optimal Estimation of Simultaneous Signals Using Absolute Inner Product with Applications to Integrative Genomics
Rong Ma, University of Pennsylvania; Tianwen Cai, University of Pennsylvania; Hongzhe Li, University of Pennsylvania; Mark G Low, University of Pennsylvania
10:35 AM
|
Penalized Multiple Inflated Values Selection Method with Application to SAFER Data
Qiuya Li, City University of Hong Kong; Kwok Fai TSO, City University of Hong Kong; Yang Li, Renmin University of China; Yichen Qin, University of Cincinnati; Travis Lovejoy, Oregon Health and Science University; Timothy Heckman, University of Georgia
10:35 AM
|
Application of the Win Ratio for Benefit-Risk Analysis
T. Ceesay, Merck ; Shahrul Mt-Isa, Merck; Joseph F. Heyse, Merck Research Laboratories
10:35 AM
|
Time-To-Event Data with Time-Varying Biomarkers Measured Only at Study Entry, with Applications to Alzheimer's Disease
Catherine Lee, Kaiser Permanente Division of Research; Rebecca A. Betensky, Harvard School of Public Health
10:50 AM
|
Extending the Applications of Simulation-Based Approaches in the Teaching of Elementary Statistics
Sherry Hix, University of North Georgia; Dianna Spence, University of North Georgia
10:50 AM
|
Adaptive Mantel Test for Penalized Inference, with Applications to Imaging Genetics
Dustin Pluta, University of California, Irvine; Tong Shen, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology; Zhaoxia Yu, University of California, Irvine
10:55 AM
|
A Statistical Framework on Clinical Trials for Information Integration Across Data Sources with Applications to Rare Disease Clinical Development
Yang Song, Vertex Pharmaceuticals Inc.; Xihao Li, Harvard T.H. Chan School of Public Health
10:55 AM
|
A Comparison of Statistical Models for Recurrent Events with Applications to Hospitalization and Death Events
Jihong Chen, Alnylam Pharmaceuticals; Tim Lin, Alnylam Pharmaceuticals; Matthew T. White, Alnylam Pharmaceuticals; Christine Powell, Alnylam Pharmaceuticals; Andrew Strahs, Alnylam Pharmaceuticals
11:05 AM
|
Scalar-On-Function Prediction Models with Missing Covariates: Applications in Depression Research Using EEG and Clinical Data
Adam Ciarleglio, Columbia University and the New York State Psychiatric Institute; Eva Petkova, NYU School of Medicine
11:15 AM
|
Efficient Estimation for Non-Stationary Spatial Covariance Functions with Application to High-Resolution Climate Model Emulation
Yuxiao Li, KAUST; Ying Sun, KAUST
11:35 AM
|
STatistical Election to Partition Sequentially (STEPS) and Its Application in Differentially Private Release and Analysis of Youth Voter Registration Data
Claire Bowen, University of Notre Dame; Fang Liu, University of Notre Dame
11:50 AM
|
Bayesian Variable Selection Using Spike and Slab Prior with Application to High-Dimensional EEG Data by Local Modeling
Shariq Mohammed, University of Connecticut; Dipak Kumar Dey, University of Connecticut; Yuping Zhang, University of Connecticut
11:50 AM
|
Flexible Locally Weighted Penalized Regression with Applications on Prediction of ADNI Clinical Scores
Peiyao Wang; Yufeng Liu, University of North Carolina at Chapel Hill; Dinggang Shen, University of North Carolina at Chapel Hill
11:55 AM
|
The Two-To-Infinity Norm and Singular Subspace Geometry with Applications to High-Dimensional Statistics
Joshua Cape, Johns Hopkins; Dept. of Applied Math and Statistics; Minh Tang, Johns Hopkins University; Carey E Priebe, Johns Hopkins University
2:05 PM
|
Using Multiple Data Sources for Federal Statistics: Next Steps and Applications
Frauke Kreuter, Joint Program in Survey Methodology; Nancy Kirkendall, National Academies of Sciences, Engineering, and Medicine; Peter Miller, Northwestern University; Hubert Hamer, National Agricultural Statistics Service
2:05 PM
|
Bayesian Hierarchical Multi-Population Multistate Jolly¬Seber Models with Covariates: Application to the Pallid Sturgeon Population Assessment Program
Guohui Wu, SAS Institute Inc.; Scott H. Holan, University of Missouri/U.S. Census Bureau
2:05 PM
|
Functional Variance Change Point Analysis for Big Data with an Application to Liver Procurement
Pang Du, Virginia Tech; Zhenguo Gao, Virginia Tech; Ran Jin, Virginia Tech; John Robertson, Virginia Tech
2:25 PM
|
Unsupervised Clustering of Physical Activities and Its Application in Health Studies
Jiawei Bai, Johns Hopkins University; Ciprian Crainiceanu, Johns Hopkins University
2:25 PM
|
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
|
Variational EM Type Algorithm Using Divergences:Applications to Privacy Analytics
Lei Li, George Mason University; Anand N Vidyashankar, George Mason University
2:35 PM
|
Frequentist Decision-Theoretic Optimal Design with Application to Nonlinear Models
Meshayil Alsolmi
2:50 PM
|
Optimal Doubling Burn-In Policy Based on Tweedie Processes with Applications to Degradation Data
Chien-Yu Peng, Institute of Statistical Science, Academia Sinica
3:05 PM
|
A Functional Dependence Measure for Large Curve Time Series with an Application to Autoregressions
Xinghao Qiao, LSE; Shaojun Guo, Renmin University of China
3:05 PM
|
Continuous Movelet Transformation in Application to Individual Walking Strides Segmentation in Accelerometry Data
Marta Karas, Johns Hopkins Bloomberg SPH; Jaroslaw Harezlak, Indiana University Bloomington; Marcin Straczkiewicz, School of Public Health-Bloomington, Indiana University; William Fadel, Indiana University; Ciprian Crainiceanu, Johns Hopkins University; Jacek K Urbanek, Johns Hopkins University
3:05 PM
|
Population-Based Disease Risk Prediction Modeling Using National Survey, Clinical, and Registry Data: Application to Risk Prediction for Oropharyngeal Cancer in the US Population
Barry Ira Graubard, National Cancer Institute; Anil Chaturvedi, National Cancer Institute; Joseph Tota, National Cancer Institute; Hormuzd A. Katki, Biostatistics Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute
3:20 PM
|
On a Class of Full-Range Tail Dependence Copulas with Insurance Applications
Jianxi Su, Purdue University; Lei Hua, Northern Illinois University
3:25 PM
|
The Application of Tipping Point Analysis in Clinical Trials
HONG DING
3:35 PM
|
|
Thursday, 08/02/2018
|
Heteroscedasticity and Model Selection via Partitioning: Application to Shrimp Data Files in the Gulf of Mexico, Years 2015 and 2016
Morteza Marzjarani
8:35 AM
|
Repeated Within-Subject Distributions with Covariates and Censoring: a Neuroscience Application
Ryan Kelly, University of Pittsburgh; Allan Sampson, University of Pittsburgh; Rob Sweet, University of Pittsburgh; Ken Fish, University of Pittsburgh; David Lewis, University of Pittsburgh
8:50 AM
|
The Likelihood Principle and Its Application to Aggregate Safety Monitoring
LiAn Lin; Bill Wang, Merck
8:55 AM
|
Partition Mixture of 1D Wavelets for Multi-Dimensional Data with Application to Image Analysis
Li Ma, Duke University; Meng Li, Rice University
9:15 AM
|
Bayesian Bi-Clustering Methods with Applications to Integrative Genomics and Genetics
Jun Liu, Harvard University; Yang Li, Vatic Labs; Jiexing Wu, Google
9:25 AM
|
Quantile Regression Application in Cost Analysis of Peripheral Artery Intervention in U.S. Healthcare Setting
Haekyung Jeon-Slaughter, University of Texas Southwestern Medical Center; Shirling Tsai, Dallas VA Medical Center; Bala Ramanan, Dallas VA Medical Center; Abigail Wheeler, R Gare; Houman Khalili, Dallas VA Medical Center; Subhash Banerjee, Dallas VA Medical Center; Ishita Tejani, UT Southwestern Medical Center
9:35 AM
|
On Some Applications of Sums of Exchangeable Random Variables
Ramses Mena, Universidad Nacional Autonoma De Mexico
9:35 AM
|
Mediation Analysis with Item Response Theory Model for Ordinal Variables: An Application to a Hypothetical Clinical Trial
Yun Zhang, Janssen Research & Development, LLC; Xiang Li, Statistics and Decision Sciences, Janssen Research & Development, LLC; Pilar Lim, Janssen Research & Development, LLC
9:35 AM
|
Risk Prediction Using Longitudinal Predictors: An Application to Electronic Health Records Data
Benjamin A Goldstein, Duke University; Michael Pencina, Duke University; Gina-Maria Pomann, Duke University; Wolfgang Winkelmayer, Baylor University
10:35 AM
|
The Beauty of Score Matching Estimators for Distributions on Manifolds with Some Cutting-Edge Applications
KANTI V MARDIA, UNIVERSITY OF LEEDS
10:35 AM
|
Real Data Applications of Learning Curves in Cardiac Devices and Procedures
Usha Govindarajulu, SUNY Downstate School of Public Health; David Goldfarb, Montfiore Medical Center; Frederic Resnic, Lahey Clinic
10:35 AM
|
Branching Processes in Generalized Autoregressive Conditional Environments with Applications to Virus Outbreaks
Irene Hueter, Columbia University
10:35 AM
|
Relaxation of Ignorability and Independence Assumptions Under the Availability of Auxiliary Moment Conditions: Application to Data Fusion
Keisuke Takahata, Keio University; Takahiro Hoshino, Keio University
10:35 AM
|
MDR with P Risk Scores Per Person with Application to Alzheimer's Disease Data
Ye Li, University of Kentucky; Richard Charnigo, University of Kentucky
10:50 AM
|
Bayesian Reversible-Jump Sequential Variable Selection Methodology for High-Dimensional Arrays of Paired Predictors, with Application in Assessing Added-Value in Proteomics Data.
Bart Mertens, Leiden University Medical Centre; Alexia Kakourou, Leiden University Medical Centre
11:35 AM
|
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
|
A General Framework for Variable Selection in Linear Mixed Models with Applications to Genetic Studies with Structured Populations
Sahir Rai Bhatnagar, McGill University; Karim Oualkacha, Universite Du Quebec a Montreal; Yi Yang, McGill University; Celia M.T. Greenwood, Lady Davis Research Institute, McGill University
12:05 PM
|
|
|
