Keyword Search
Sessions Were Renumbered as of May 19.
Legend:
CC-W = McCormick Place Convention Center, West Building, CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Data analysis returned 99 record(s)
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Sunday, 07/31/2016
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Ebola Vaccine Update: Data Analysis Challenges in Developing the Ebola Vaccine
Kenneth Liu, Merck
2:20 PM
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On Sufficient Dimension Reduction for Functional Data
Jun Song, Penn State University; Bing Li, Penn State University
2:20 PM
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Nonparametric Spatio-Temporal Analysis of Neuroimaging Data
Nathaniel Helwig, University of Minnesota - Twin Cities
2:30 PM
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Visualizing Long-Term Monitoring Data: Tools for Researchers and Managers
Derek Sonderegger, Northern Arizona University
2:35 PM
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Bias in Lifetime Data Analysis for Validation of Biomarkers
Tinghui Yu, FDA/CDRH; Yabing Mai, Merck Research Laboratories
3:05 PM
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Bayesian Nonlocal Prior-Based Gene Expression Data Analysis Using Chi-Square-Type Pathway Scores
Nilotpal Sanyal, Texas A&M University; Wenyi Wang, MD Anderson Cancer Center; Anirban Bhattacharya, Texas A&M University; Valen E. Johnson, Texas A&M University
3:05 PM
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A Novel Model for Binary Data Analysis
Linbo Wang, University of Washington; Thomas Richardson, University of Washington; James Robins, Harvard
3:20 PM
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Relevant Brain Region Selection for Predicting MCI to AD Conversion via Functional Data Analysis Approach
Ah Yeon Park, University of Cambridge; John Aston, University of Cambridge; Frederic Ferraty, Toulouse Jean Jaures University
4:05 PM
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Copula Random Field with Application to Longitudinal Neuroimaging Data Analysis
Peter X. K. Song, University of Michigan; Jian Kang, University of Michigan
4:30 PM
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Quantifying Waves of Extreme Weather
Joshua French, University of Colorado Denver; Piotr Kokoszka, Colorado State University; Stilian Stoev, University of Michigan
4:50 PM
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Monday, 08/01/2016
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Incorporating Visual Literacy Standards in an Introductory Statistics Course
Jill Young
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Dynamic Modeling with Conditional Quantile Trajectories for Longitudinal Snippet Data, with Application to Cognitive Decline of Alzheimer's Patients
Matthew Dawson, University of California at Davis; Hans-Georg Mueller, University of California at Davis
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Impact of the Violation of Independent Censoring Assumptions in Restricted Mean Survival Data Analysis for Time-to-Event Data
Eisuke Inoue, National Center for Child Health and Development
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Visualizing Crash Data Over Time
Richard M. Heiberger, Temple University Fox School of Business
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Incorporating Big Data into an Introductory Statistics Course
Paul Stephenson, Grand Valley State University; Laura Kapitula, Grand Valley State University
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MRCT Design Models and Drop-Min Data Analysis
Kuang-Kuo Lan, Janssen R&D
8:35 AM
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Fast Covariance Estimation for Sparse Functional Data
Cai Li, North Carolina State University; Luo Xiao, North Carolina State University; William Checkley, The Johns Hopkins University; Ciprian Crainiceanu, The Johns Hopkins University
8:35 AM
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The Biglasso Package: Extending Lasso Model Fitting to Big Data in R
Yaohui Zeng, University of Iowa; Patrick Breheny, University of Iowa
8:35 AM
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A Log-Linear Model Approach to Eyewitness Identification Data
Amanda Luby
8:35 AM
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Visualizing Crash Data Over Time
Richard M. Heiberger, Temple University Fox School of Business
8:45 AM
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Multivariate Dimension-Reduction Methods for Microbiome Data Analysis
Kim-Anh Le Cao, University of Queensland
8:55 AM
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Mediation Analysis of High-Dimensional Human Microbiome Data in the Longitudinal Study
Huilin Li , New York University Langone Medical Center; Yilong Zhang, New York University; Martin J. Blaser, New York University
9:15 AM
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Generalized Functional Linear Models for Family Sequencing Data
Sneha Jadhav; Hira L. Koul, Michigan State University; Qing Lu, Michigan State University
9:20 AM
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Theoretic, Algorithmic, and Empirical Issues in the Application of Directed Probabilistic Graphical Models for Network Inference When Analyzing Genomics Data
Jason Mezey, Cornell University
9:35 AM
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E-Learning Data Analysis for Building a Personalized Recommendation System
Shuang Liu; K.F. LAM, The University of Hong Kong
9:50 AM
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Teaching Data Visualization to 100k Data Scientists: Lessons from Evidence-Based Data Analysis
Jeffrey Leek, Johns Hopkins Bloomberg School of Public Health
9:55 AM
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A Nonparametric Regression Model for Panel Count Data Analysis
Huadong Zhao, East China Normal University
10:35 AM
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A Geometric Approach to Confidence Regions and Bands for Functional Data
Hyunphil Choi, Penn State University; Matthew Reimherr, Penn State University
10:50 AM
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Incorporating Big Data into an Introductory Statistics Course
Paul Stephenson, Grand Valley State University; Laura Kapitula, Grand Valley State University
10:50 AM
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Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
Clara Happ, Ludwig-Maximilians-University Munich; Sonja Greven, Ludwig-Maximilians-University Munich
10:55 AM
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Manifold Data Analysis
Hyun Bin Kang; Matthew Reimherr, Penn State University
11:05 AM
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Functional Statistical Process Control Using Elastic Methods
James Derek Tucker, Sandia National Laboratories
11:20 AM
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Recurrent Event Data Analysis with Intermittently Observed Time-Varying Covariates
Shanshan Li, Indiana University Fairbanks School of Public Health; Yifei Sun, The Johns Hopkins University; Chiung-Yu Huang, The Johns Hopkins University; Dean Follmann, National Institute of Allergy and Infectious Diseases; Richard Krause, National Institute of Allergy and Infectious Diseases
11:35 AM
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Spatial Data Analysis: An Elective Course for Advanced Undergraduates
Laura Boehm Vock, Gustavus Adolphus College
11:35 AM
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Sparse Mediation Analysis for High-Dimensional Mediators with Application of Neuroimaging and Methylation Data
Seonjoo Lee, Columbia University
2:05 PM
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Functional Data Analysis Approach for Using Longitudinal Biomarker to Predict Disease Progression
Xuelin Huang, MD Anderson Cancer Center; Fangrong Yan, China Pharmaceutical University/MD Anderson Cancer Center; Xiao Lin, China Pharmaceutical University
2:30 PM
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The Challenge of Reproducible Science and Privacy Protection for Statistical Agencies
John M. Abowd, U.S. Census Bureau/Cornell University
2:30 PM
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A Functional Data Analysis Framework for Investigating the Interaction Between Genetic Variant Profiles and Environmental Factors
Li Luo, University of New Mexico; Marianne Berwick, University of New Mexico ; Ji-Hyun Lee, University of New Mexico
2:35 PM
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Data-Transformation Approach to Lifetimes Data Analysis
Kobby Asubonteng, AstraZeneca; Govind Mudholkar, University of Rochester
3:05 PM
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Symmetric Tensor Regression with Applications in Neuroimaging Data Analysis
Weixin Cai, University of California at Berkeley; Lexin Li, University of California at Berkeley
3:05 PM
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Interactive Graphics for Functional Data Analyses
Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia Mailman School of Public Health
3:35 PM
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Adaptively Choosing Hyperparameters for Non-Local Priors in High Dimensional Bayesian Variable Selection
Amir Nikooienejad, Texas A&M University; Valen E. Johnson, Texas A&M University
3:35 PM
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Estimating Rate of Change of Carbon Dioxide Emission Using Functional Approach
Ram Kafle, Sam Houston State University; Netra Khanal, University of Tampa; Chris P. Tsokos, University of South Florida
3:35 PM
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Tuesday, 08/02/2016
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An Exploratory Study on Customer Adherence from Customer Behavior Sequence Data
Mingfei Li, Bentley University
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Topological Tools for the Classification of Breast Cancer from Histology Images
Patrick Medina, Purdue University; Rebecca W. Doerge, Purdue University
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A Conceptual Framework for Initial Data Analysis
Marianne Huebner, Michigan State University; Saskia le Cessie, Leiden University Medical Center; Werner Vach, University of Freiburg Medical Center
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Controlling for Confounders in a Parkinson's Disease Study
Ruosha Li, The University of Texas Health Science Center at Houston
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A Changepoint Model for Housing Values
Xiaofei Susan Wang, Yale University; John Emerson, Yale University
8:35 AM
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Statistical Challenges in Big Data Analysis of the Hotel Industry
Kai-Sheng Song , University of North Texas
8:35 AM
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GloboLakes: Functional Clustering of MERIS and AATSR Lake Quality and Temperature Data
Ruth O'Donnell, University of Glasgow; Claire Miller, University of Glasgow; Marian Scott, University of Glasgow
8:55 AM
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Metabolomic Data Analysis: Data Preprocessing
Lauren McIntyre, University of Florida; Rainey Patterson, University of Florida; Timothy Garrett, University of Florida; Alison Morse, University of Florida; Alexander Kirpich, University of Florida; Justin Fear, National Institutes of Health; Miguel Ibarra, University of Florida; Oleksandr Moskalenko, University of Florida; Jeremy Koelmel, University of Florida
9:05 AM
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Predicting Chemical Dose-Response Toxicity Through Chemical Structure Activity Relationships
Matthew Wheeler, CDC/NIOSH
9:15 AM
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Integrated Framework for Analyzing Spatially Correlated Functional Data
Surajit Ray, University of Glasgow
9:15 AM
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A Point Process Model with Latent Positions for Network Modeling
Bomin Kim
9:35 AM
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A Conceptual Framework for Initial Data Analysis
Marianne Huebner, Michigan State University; Saskia le Cessie, Leiden University Medical Center; Werner Vach, University of Freiburg Medical Center
10:50 AM
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Testing Separability of Functional Time Series
Panayiotis Constantinou, Penn State University; Piotr Kokoszka, Colorado State University; Matthew Reimherr, Penn State University
11:20 AM
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Functional CAR Models for Large Spatially Correlated Functional Data Sets
Lin Zhang, University of Minnesota; Veera Baladandayuthapani, MD Anderson Cancer Center; Hongxiao Zhu, Virginia Tech; Keith A. Baggerly, MD Anderson Cancer Center; Tadeusz Majewski, MD Anderson Cancer Center; Bogdan A. Czerniak, MD Anderson Cancer Center; Jeffrey S. Morris, MD Anderson Cancer Center
11:25 AM
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Making Sense of Sensors
Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Debangan Dey, Indian Statistical Institute; Andrew Leroux, Johns Hopkins Bloomberg School of Public Health; Jacek Urbanek, Johns Hopkins Bloomberg School of Public Health; Junrui Di, Johns Hopkins Bloomberg School of Public Health
11:25 AM
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Integrated DNA Mutation, Copy Number, and Gene Expression Analysis Reveals a Highly Reproducible Prognostics Marker in Lung Adenocarcinomas
Hao Ho, University of California at Los Angeles
11:35 AM
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Controlling for Confounders in a Parkinson's Disease Study
Ruosha Li, The University of Texas Health Science Center at Houston
12:10 PM
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Bilinear Regression with Matrix Covariates in High Dimensions
Dan Yang, Rutgers University; Dong Wang; Hongtu Zhu, The University of North Carolina at Chapel Hill; Haipeng Shen, The University of Hong Kong
2:25 PM
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On Two-Sample Tests in Functional Data Analysis with Dependent Errors
Jan Beran, University of Konstanz; Haiyan Liu, University of Konstanz; Klaus Telkmann, University of Konstanz
2:35 PM
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PROMISE-ME: A Robust Method for Integrated Analysis of DNA Methylation, Gene Expression, and Multiple Biologically Related Clinical and Pharmacological Outcomes
Stanley Pounds, St. Jude Children's Research Hospital; Xueyuan Cao, St. Jude Children's Research Hospital; Tong Lin, St. Jude Children's Research Hospital
2:50 PM
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Interactive and Dynamic Web-Based Graphics for Data Analysis
Carson Sievert, Iowa State University
3:05 PM
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Optimal Designs for Longitudinal Studies via Functional Data Analysis
Hao Ji, University of California at Davis; Hans-Georg Mueller, University of California at Davis
3:05 PM
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Extraction of Multiscale Shape Information from Multivariate Data with Application to Classification
Wolfgang Polonik, University of California at Davis; Gabriel Chandler, Pomona College
3:05 PM
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Generalized Semiparametric Varying-Coefficient Models for Longitudinal Data
Li Qi, Sanofi US; Yanqing Sun, The University of North Carolina at Charlotte; Peter Gilbert, Fred Hutchinson Cancer Research Center
3:20 PM
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Functional Data Analysis for Sparse and Irregular Longitudinal MRI Measurements in the Developing Brain
Xiongtao Dai, Healthy Birth, Growth and Development knowledge integration (HBGDki) Community; Hans-Georg Mueller, University of California at Davis; Jane-Ling Wang, University of California at Davis
3:25 PM
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Wednesday, 08/03/2016
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A Classroom Data Analysis Project Comparing 1960s Local Radio Chart Data to the National Billboard Charts
John Gabrosek, Grand Valley State University; Len O'Kelly, Grand Valley State University
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Ranking Question Design and Data Analysis
Chia-Ling Kuo, University of Connecticut Health Center; Jessica Hoag, University of Connecticut Health Center
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Variable Selection in Untargeted Metabolomics Data Analysis
Alexander Kirpich, University of Florida; Matthew Merritt, University of Florida; George Michailidis, University of Florida; Lauren McIntyre, University of Florida
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
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Reproducibility for All and Our Love/Hate Relationship with Spreadsheets
Jennifer Bryan, University of British Columbia
8:35 AM
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Variable Selection in Untargeted Metabolomics Data Analysis
Alexander Kirpich, University of Florida; Matthew Merritt, University of Florida; George Michailidis, University of Florida; Lauren McIntyre, University of Florida
8:35 AM
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Steps Toward Reproducible Research
Karl W. Broman, University of Wisconsin - Madison
8:55 AM
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Quantifying Functional Connectivity with Data-Adaptive Covariance Matrices for Multivariate Functional Data
Alexander Petersen, University of California at Davis; Hans-Georg Mueller, University of California at Davis
8:55 AM
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A Partial Likelihood Approach to Multivariate Multiscale Functional Data Analysis
Andrew Potter, University of Pittsburgh; Stewart J. Anderson, University of Pittsburgh
9:20 AM
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BatchQC: Interactive Software Framework for Evaluating Sample and Batch Effects in Genomic Data
Solaiappan Manimaran, Boston University; Evan Johnson, Boston University
9:35 AM
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
9:50 AM
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Ranking Question Design and Data Analysis
Chia-Ling Kuo, University of Connecticut Health Center; Jessica Hoag, University of Connecticut Health Center
10:05 AM
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Spatiotemporal Modeling with Applications to Stroke Mortality and Data Privacy
Harrison Quick, CDC
10:35 AM
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Statistical Methods for Integrating the Phylogenetic Tree in Microbiome Data Analysis
Jun Chen, Mayo Clinic; Jian Xiao, Mayo Clinic
11:00 AM
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Carpe Datum! Bill Cleveland's Contributions to Data Science and Big Data Analysis
Steve Scott, Google Analytics
11:35 AM
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Role of Functional Data Analysis in the Big Data Era: Applications to Precision Medicine
Hulin Wu, The University of Texas Health Science Center at Houston
11:50 AM
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Memorial Session in Honor of Ramanathan Gnanadesikan
Roshan Chaddha, Retired; Jon R. Kettenring, Drew University; Jim Landwehr, Retired; Bill Strawderman, Rutgers University
2:05 PM
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A New Statistical Method for Longitudinal High-Dimensional Data Analysis
Yuping Zhang, University of Connecticut
2:25 PM
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Functional Variations of Cancer Mortality Rates
Keshav Pokhrel, University of Michigan
3:05 PM
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Visualization and Computation Over Hierarchically Organized Features for Metagenomics and Epigenomics
Hector Corrada Bravo, University of Maryland
3:05 PM
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Learning About Nonrespondents' Characteristics Using Standard Exploratory Data Analysis (EDA) Tools
MoonJung Cho, Bureau of Labor Statistics; Larry Lang, Bureau of Labor Statistics
3:20 PM
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Thursday, 08/04/2016
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Quadratically Regularized Functional Canonical Correlation Analysis and Its Application to Genetic Pleiotropic Analysis of Multiple Phenotypes
Nan Lin; Yun Zhu, Tulane University; Fen Peng, The University of Texas Health Science Center at Houston; Jinying Zhao, Tulane University; Momiao Xiong, The University of Texas Health Science Center at Houston
8:50 AM
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What Julia Can and Can't Already Offer Statisticians
John Myles White, Facebook
8:55 AM
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Longitudinal Functional Data Analysis
So-Young Park, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:05 AM
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Testing Statistical Significance of Canonical Correlation Coefficients
Yunjin Choi, Stanford University; Robert Tibshirani, Stanford University; Jonathan Taylor, Stanford University
9:05 AM
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Julia for Data Analysis: Features, Interfaces, and Future Directions
Simon Byrne, Julia Computing; Stefan Karpinski, Julia Computing
9:15 AM
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Subgroup Identification and Sample-Size Calculation for the Proportional Hazard Model
Suhyun Kang, North Carolina State University ; Wenbin Lu, North Carolina State University
9:35 AM
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The Functional False Discovery Rate Methodology and Applications to Genomics
Xiongzhi Chen, Princeton; David G. Robinson, Stack Overflow; John D. Storey, Princeton
9:35 AM
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Differentially Private Data Synthesis Partitioning for Big Data
Claire McKay Bowen, University of Notre Dame; Fang Liu, University of Notre Dame
9:45 AM
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Multicategory Personalized Treatment Rule with Application to Diabetes Data Analysis
Xuanyao He, Eli Lilly and Company; Haoda Fu
10:55 AM
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Population-Averaged Model Versus Subject-Specific Model in the Longitudinal Binary Data Analysis
Hua Li, Novartis; Biswajit Sen , Novartis; David Ohlssen, Novartis
11:05 AM
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