JSM 2016 Online Program

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

Keyword Search Criteria: Parametric returned 257 record(s)

Sunday, 07/31/2016

Cascaded High-Dimensional Histograms: A Generative Approach to Density Estimation
Siong Thye Goh, MIT; Cynthia Rudin, Duke University

A Decision-Theoretic Comparison of Treatments to Resolve Air Leaks After Lung Surgery Based on Nonparametric Modeling
Yanxun Xu; Peter F. Thall, MD Anderson Cancer Center; Peter Mueller, The University of Texas at Austin; Reza Mehran, MD Anderson Cancer Center
2:25 PM

The Large N Limit of the Mallows Model
Shannon Starr, University of Alabama at Birmingham; Meg L. Walters, University of Rochester
2:25 PM

Nonparametric Spatio-Temporal Analysis of Neuroimaging Data
Nathaniel Helwig, University of Minnesota - Twin Cities
2:30 PM

Nonparametric Signal Procession of Space-Time Trajectory Data: Algorithm for Eye Movement Pattern Recognition
Shinjini Nandi, Temple University; Subhadeep Mukhopadhyay, Temple University Fox School of Business
2:45 PM

Modeling with Gamuts
William Heavlin, Google
2:50 PM

Accounting for Potential Measurement Errors in Environmental Preterm Studies
Yinjun Zhao, Yale University; Shuangge Ma, Yale University
2:50 PM

Survival Mediation Analysis Using Semiparametric Probit Models with Application to Integrative Genomics
Yen-Tsung Huang, Brown University; Tianxi Cai, Harvard
3:20 PM

A Novel Model for Binary Data Analysis
Linbo Wang, University of Washington; Thomas Richardson, University of Washington; James Robins, Harvard
3:20 PM

Nonparametric Bayes Modeling with Sample Survey Weights
Tsuyoshi Kunihama, University of Washington; Amy Herring, The University of North Carolina at Chapel Hill; Carolyn Halpern, The University of North Carolina at Chapel Hill; David Dunson, Duke University
4:05 PM

Predicting the Timing of the Final Event in a Clinical Trial Using the Bayesian Bootstrap and Beyond
Marc Sobel, Temple University; Ibrahim Turkoz, Janssen R&D
4:05 PM

Using L_1 Data Depth Unsupervised Classifier for Detecting Communities in Networks
Yahui Tian; Yulia R. Gel, The University of Texas at Dallas
4:05 PM

Bayesian High-Dimensional Sparse Models with Unknown Symmetric Errors
Lizhen Lin, The University of Texas; Minwoo Chae, The University of Texas at Austin; David Dunson, Duke University
4:05 PM

Dimension Reduction and Estimation in Secondary Analysis of Case-Control Studies
Liang Liang, Texas A&M University; Yanyuan Ma, University of South Carolina; Raymond Carroll, Texas A&M University
4:20 PM

Efficient Estimation for Randomly Censored Data with Linear Conditional Quantiles
Hiroyuki Taniai, Waseda University
4:20 PM

A Bayesian Approach to Measuring the Nonstationarity of a Time Series
Sourav Das; Guy Nason, University of Bristol
4:20 PM

Comparing Parametric and Semiparametric Bayesian Models for Subgroup Analysis in Clinical Trials
Margaret Gamalo-Siebers, Eli Lilly and Company
4:20 PM

On time-dependent Gibbs-type random probability measures
Igor Pruenster, Bocconi University
4:25 PM

Composite Bootstrap Test with Counterintuitive Resampling Method to Compare Two Groups: An Application to Randomized Clinical Trials
Alok Dwivedi, Texas Tech University Health Sciences Center El Paso; Christopher Dodoo, Texas Tech University Health Sciences Center El Paso; Sada Nand Dwivedi, All India Institute of Medical Sciences; Rakesh Shukla, University of Cincinnati
4:35 PM

On the transition function of some time-dependent Dirichlet and gamma processes
Antonio Lijoi, University of Pavia
4:45 PM

Wavelet Analysis of Large-P-Small-N Cross-Correlation Matrices in fMRI Studies of Neuroplasticity
Jiayi Wu; Sam Efromovich, The University of Texas at Dallas
4:50 PM

Shared Frailty in Joint Model of Cancer Incidence, Metastases, and Mortality
Qui Tran, University of Michigan; Kelley M. Kidwell, University of Michigan; Alex Tsodikov, University of Michigan
4:50 PM

On Nonparametric Estimation of Distributionally Ordered Survival Functions
Hsun-Chih Kuo, National Chengchi University
4:50 PM

Semiparametric GEE Model in Financial Market
Liu Yang, Florida State University
5:05 PM

A Spectral Approach for the Integration of Functional Genomics Annotations for Both Coding and Noncoding Sequence Variants
Iuliana Ionita-Laza, Columbia University; Kenneth McCallum, Columbia University
5:20 PM

Center and Log Range Models for Interval-Valued Data with an Application to Forecast Stock Returns
Ying Wang, Peking University; Yundong Tu, Peking University
5:20 PM

On GEM diffusive mixtures
Ramses Mena, Universidad Nacional Autónoma de México; Luis Gutierrez, Universidad de Chile
5:25 PM

A Low-Rank Covariance Estimation Methodology for Understanding Brain Connectivity
Siddhartha Nandy, Michigan State University; Chae Young Lim, Seoul National University; Tapabrata Maiti, Michigan State University
5:25 PM

Monday, 08/01/2016

A Study of Unit Root Test Using Nonparametric Method
Ji Eun Moon, Yonsei University College of Medicine; Cheolyong Park, Keimyung University

Causality in a Social World: Moderation, Mediation, and Spill-Over
Guanglei Hong, The University of Chicago

Efficient Estimation of Partially Linear Single-Index Models for Unbalanced Longitudinal Data
Quan Cai, Texas A&M University

Causal Inference with a Continuous Treatment and Outcome: Alternative Estimators for Parametric Dose-Response Functions
Douglas Galagate

AUC Regression for Multiple Comparisons of Monotone Zero-Dose Control Experiments
Johanna Van Zyl, Baylor University; Jack D. Tubbs, Baylor University

Convolutional Functional Autoregressive Models: Model Building, Asymptotics, and Empirical Results
Xialu Liu, San Diego State University

Nonparametric Kernel Estimation Using Ranks and Values
Nicholas Kaukis, Oklahoma State University

Convolution Weighting in Compound Estimation with or Without Heteroscedasticity
Sisheng Liu, University of Kentucky; Richard Charnigo, University of Kentucky; Cidambi Srinivasan, University of Kentucky

A Nonparametric Procedure for Change Point Detection in Linear Regression
Sunil Mathur, Georgia Regents University; Jing Sun, Augusta University; Deepak Sakate, Augusta University

Semiparametric Estimation for Multivariate Skew-Elliptical Distributions
Jing Huang, European School of Management and Technology

Test for Conditional Random Signs Censoring in Competing Risks
Shannon Woolley

Spatial Confounding in Semiparametric Regression Models for Spatial Data
Guilherme Ludwig, University of Wisconsin - Madison; Jun Zhu, University of Wisconsin - Madison; Chun-Shu Chen, National Changhua University of Education

Estimation of Genetic Risk Function with Covariates in the Presence of Missing Genotypes
Annie J. Lee, Columbia University; Yuanjia Wang, Columbia University; Karen Marder, Columbia University; Roy N. Alcalay, Columbia University

Clustering Mutations and Estimating Contamination Rates via Bayesian Nonparametrics
Putu Ayu Sudyanti, Purdue University; Vinayak Rao, Purdue University; Hyonho Chun, Purdue University

BART for Classification
Robert B. Gramacy, The University of Chicago
8:35 AM

A Nonparametric Procedure for Change Point Detection in Linear Regression
Sunil Mathur, Georgia Regents University; Jing Sun, Augusta University; Deepak Sakate, Augusta University
8:35 AM

Nonparametric Kernel Estimation Using Ranks and Values
Nicholas Kaukis, Oklahoma State University
8:45 AM

The Attraction Indian Buffet Distribution
David Dahl, Brigham Young University; Arthur Lui, University of California at Santa Cruz
8:50 AM

Joint Scale-Change Models for Recurrent Events and Failure Time
Gongjun Xu, University of Minnesota; Sy Han Chiou, Harvard; Chiung-Yu Huang, The Johns Hopkins University; Mei-Cheng Wang, The Johns Hopkins University; Jun Yan, University of Connecticut
9:00 AM

AUC Regression for Multiple Comparisons of Monotone Zero-Dose Control Experiments
Johanna Van Zyl, Baylor University; Jack D. Tubbs, Baylor University
9:00 AM

Environmental Stressors, Health Outcomes, and Bayesian Regression Trees
Gregory Watson, University of California at Los Angeles; Donatello Telesca, University of California at Los Angeles
9:05 AM

Convolutional Functional Autoregressive Models: Model Building, Asymptotics, and Empirical Results
Xialu Liu, San Diego State University
9:15 AM

Building Models for Emission Lines
Chad Schafer, Carnegie Mellon University; Zongge Liu, Carnegie Mellon University; Peter Freeman, Carnegie Mellon University
9:15 AM

Nonlocal Functional Priors for Nonparametric Bayesian Testing
Minsuk Shin, Texas A&M University; Valen E. Johnson, Texas A&M University; Anirban Bhattacharya, Texas A&M University
9:20 AM

Joint Modeling of Survival Time with Another Outcome in Clinical Trials or Observational Studies
Ross L. Prentice, Fred Hutchinson Cancer Research Center; Shanshan Zhao, National Institute of Environmental Health Sciences
9:25 AM

Nonparametric Regression with Instrumental Variables
Purushottam Laud, Medical College of Wisconsin; Robert McCulloch, The University of Chicago; Rodney Sparapani, Medical College of Wisconsin
9:25 AM

Semiparametric Fractional Imputation Using Empirical Likelihood in Survey Sampling
Sixia Chen, University of Oklahoma; Jae-kwang Kim, Iowa State University
9:35 AM

Semiparametric Estimation for Multivariate Skew-Elliptical Distributions
Jing Huang, European School of Management and Technology
9:40 AM

Test for Conditional Random Signs Censoring in Competing Risks
Shannon Woolley
9:45 AM

Bayesian Additive Regression Trees: Extensions and Embedding in Complex Models
Jared S. Murray, Carnegie Mellon University
9:50 AM

A Nonparametric Bayesian Approach for Sparse Sequence Estimation
Yunbo Ouyang, University of Illinois at Urbana-Champaign; Feng Liang, University of Illinois at Urbana-Champaign
9:50 AM

P, Sorry, D-Value
Eugene Demidenko, Dartmouth College
9:55 AM

Collective Nonparametric Spectral Density Estimation with Applications in Clustering
Mehdi Maadooliat, Marquette University; Ying Sun, King Abdullah University of Science and Technology
9:55 AM

Exact Parametric and Nonparametric Likelihood-Ratio Tests for Two-Sample Comparisons
Yang Zhao, SUNY Buffalo; Albert Vexler, SUNY Buffalo; Alan Hutson, SUNY Buffalo; Xiwei Chen, SUNY Buffalo
10:05 AM

Understanding the Scale of Spatial Confounding Adjustment
Joshua Keller, University of Washington; Adam A. Szpiro, University of Washington
10:35 AM

Why Popular Bayesian Nonparametric Methods Fail for Sparse Clustering Tasks
Rebecca Steorts, Duke University; Jeffrey Miller, Duke University; Brenda Betancourt; Abbas Zaidi, Duke University; Hanna Wallach, University of Massachusetts - Amherst/Microsoft Research
10:35 AM

A Nonparametric Regression Model for Panel Count Data Analysis
Huadong Zhao, East China Normal University
10:35 AM

Nonparametric Survival Analysis Using Bayesian Additive Regression Trees (BART)
Rodney Sparapani, Medical College of Wisconsin; Brent Logan, Medical College of Wisconsin; Robert McCulloch, The University of Chicago; Purushottam Laud, Medical College of Wisconsin
10:50 AM

Semiparametric Bayesian Analysis of High-Dimensional Censored Outcome
Chetkar Jha, University of Missouri; Yi Li, University of Michigan; Steven Melly, Harvard; Dr Subharup Guha, University of Missouri
10:50 AM

Stochastic EM-like Algorithms for Fitting Finite Mixture of Lifetime Regression Models Under Right Censoring
Laurent Bordes; Didier Chauveau, University of Orleans
10:55 AM

Weighted Estimating Equations for Semiparametric Transformation Models with Missing Covariates
Grace Yi, University of Waterloo; Yang Ning; Nancy Reid, University of Toronto
11:00 AM

Causal Inference with a Continuous Treatment and Outcome: Alternative Estimators for Parametric Dose-Response Functions
Douglas Galagate
11:05 AM

Estimating Network Edge Probabilities by Neighborhood Smoothing
Yuan Zhang, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
11:05 AM

Specification Tests for Multiplicative Error Models
Indeewara Perera, Monash University; Mervyn Silvapulle, Monash University
11:05 AM

Nonparametric Identifiability of Finite Mixture Model and It's Application in Alzheimer's Disease
Zheyu Wang, The Johns Hopkins University; Xiao-Hua Andrew Zhou, University of Washington
11:15 AM

Nonparametric Distributed Learning Architecture: Algorithm and Application
Scott Bruce, Temple University; Zeda Li, Temple University; Hsiang-Chieh Yang, Temple University; Subhadeep Mukhopadhyay, Temple University Fox School of Business
11:20 AM

Modeling Nonlinearity Using Splines: Applications and Simulations
Leila Amorim, UFBA; Maristela Dias Oliveira, Universidade Federal da Bahia; Daniele B. Trindade, Universidade Federal de Pernambuco
11:20 AM

Semiparametric Estimates of the Long-Term Background Trend, Periodictiy, and Clustering Effect in Crime Data
Jiancang Zhuang, Institute of Statistical Mathematics; Jorge Mateau, Universitat Jaume I de Castelló
11:20 AM

Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities
Didier Chauveau, University of Orleans; Vy Thuy Lynh Hoang, University of Orleans
11:35 AM

Rank-Preserving Regression: A More Robust Rank Regression Model Against Outliers
Tian Chen
11:35 AM

Flexible Cure Rate Models and Associated Inference
Narayanaswamy Balakrishnan, McMaster University
11:50 AM

Semiparametric Inference via Sparsity-Induced Kriging for Massive Spatial Data Sets
Pulong Ma, University of Cincinnati; Emily Lei Kang, University of Cincinnati
11:50 AM

A Unified Framework for Bayes Factor Asymptotics
Todd Kuffner, Washington University in St. Louis; Siddhartha Chib, Washington University in St. Louis
11:50 AM

Nonparametric Change-Point Detection in Multivariate Nonstationary Time Series
Raanju Ragavendar Sundararajan, Texas A&M University; Mohsen Pourahmadi, Texas A&M University
11:50 AM

Spline Estimation of a Semiparametric GARCH Model
Rong Liu, University of Toledo; Lijian Yang, Soochow University
11:50 AM

Semiparametric Regression Analysis of Interval-Censored Competing Risks Data
Lu Mao, The University of North Carolina at Chapel Hill; Danyu Lin, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill
11:55 AM

Clustering Mutations and Estimating Contamination Rates via Bayesian Nonparametrics
Putu Ayu Sudyanti, Purdue University; Vinayak Rao, Purdue University; Hyonho Chun, Purdue University
11:55 AM

Inference in the Presence of Network Dependence Due to Contagion
Elizabeth Ogburn, The Johns Hopkins University
11:55 AM

Nonparametric Regression Method for Broad Sense Agreement
AKM F. Rahman, Emory University; Limin Peng, Emory University; Amita Manatunga, Emory University; Ying Guo, Emory University
12:05 PM

Nonparametric Methods for Doubly Robust Estimation of Continuous Treatment Effects
Edward Kennedy, University of Pennsylvania; Zongming Ma, University of Pennsylvania; Dylan Small, University of Pennsylvania
2:05 PM

Some New Metrics to Test for Biosimilarity
Sujit K. Ghosh, North Carolina State University; Yifang Li, Novartis
2:05 PM

The Blessing of Derivatives in Nonparametric Estimation
Xiaowu Dai, University of Wisconsin - Madison; Grace Wahba, University of Wisconsin - Madison; Peter Qian, University of Wisconsin - Madison
2:20 PM

A Pairwise Likelihood-Augmented Estimator for Left-Truncated Data with Time-Dependent Covariates
Fan Wu, University of Michigan; Sehee Kim, University of Michigan; Yi Li, University of Michigan
2:20 PM

Bayesian Nonparametric Modeling and Inference for Mean Residual Life Functions
Athanasios Kottas, University of California at Santa Cruz; Valerie Poynor, California State University at Fullerton
2:30 PM

Big Data Algorithms for Rank-Based Estimation
John Kapenga, Western Michigan University; John Kloke, University of Wisconsin; Joseph McKean, Western Michigan University
2:35 PM

Evaluation of Functional Covariate-Environment Interaction in the Cox Model
ling zhou, University of Michigan; Huazhen Lin, Southwestern University of Finance and Economics; Peter X. K. Song, University of Michigan
2:35 PM

Quantifying Spread in 3-D Rotation Data: Comparison of Nonparametric and Parametric Techniques
Melissa Bingham, University of Wisconsin-La Crosse
2:50 PM

A Design-Based Approach to Small-Area Estimation Using Semiparametric Generalized Linear Mixed Model
Hongjian Yu, University of California at Los Angeles; Yueyan Wang, University of California at Los Angeles; Pan Wang, University of California at Los Angeles; Jean Opsomer; Ninez Ponce, University of California at Los Angeles; David Grant, University of California at Los Angeles
2:50 PM

Semiparametric Estimation of the Accelerated Failure Time Model with Partly Interval-Censored Data
Fei Gao; Donglin Zeng, The University of North Carolina at Chapel Hill; Danyu Lin, The University of North Carolina at Chapel Hill
2:50 PM

Bayesian Nonparametric Methods for Precision Medicine
Qian Guan, North Carolina State University; Eric Laber, North Carolina State University; Dipankar Bandyopadhyay, Virginia Commonwealth University; Brian J. Reich, North Carolina State University
2:55 PM

Parametric Bootstrap Mean Square Error Estimates for Different Small Areas in the Annual Survey of Public Employment and Payroll
Bac Tran, U.S. Census Bureau
3:05 PM

Nonparametric Estimation and Classification for Functional Data with Spatial Correlation
Yuan Wang, Washington State University; Brian Hobbs, MD Anderson Cancer Center; Kim-Anh Do, MD Anderson Cancer Center; Jianhua Hu, MD Anderson Cancer Center
3:20 PM

Robust Bayesian Inference via the Tilted Posterior
Yixin Wang, Columbia University; David Blei, Columbia University
3:35 PM

Nonparametric Estimation Using Wavelet Tensor and Hyperbolic Wavelets with Fractional Gaussian Fields
Justin Wishart, Macquarie University
3:35 PM

Localized Semiparametric Prediction: A Precision Medicine Approach in a Trauma Patient Population
Sara E. Moore, University of California at Berkeley; Alan E. Hubbard, University of California at Berkeley; Mitchell J. Cohen, University of California at San Francisco
3:35 PM

Tuesday, 08/02/2016

Computationally Tractable Approximate and Smoothed Polya Trees
William Cipolli, Colgate University; Timothy Hanson, University of South Carolina

Bayesian Nonparametric Feature Selection Over Large-Scale Gene Networks with Missing Values
Zhuxuan Jin, Emory University; Zhou Lan, North Carolina State University; Jian Kang, University of Michigan; Tianwei Yu, Emory University

Semiparametric Mixture Models for Left-Censored and Irregularly Interval-Censored Data: Application to a Cohort Assembled from Electronic Health Records
Noorie Hyun, National Cancer Institute; Li Cheung, The George Washington University; Qing Pan, The George Washington University; Mark Schiffman, National Cancer Institute; Hormuzd Katki, National Cancer Institute

Nonparametric Prediction of Infectious Disease Incidence with Kernel Conditional Density Estimation
Evan Ray, University of Massachusetts; Krzysztof Sakrejda, University of Massachusetts - Amherst; Stephen A. Lauer, University of Massachusetts - Amherst; Nicholas G. Reich, University of Massachusetts - Amherst

A Comparison of the Parametric Models of Expenditure Distribution for West Bengal Households
Arkopal Choudhury

Spatio-temporal analysis of precipitation data via a sufficient dimension reduction in parallel
Sai Kumar Popuri, University of Maryland Baltimore County; Nagaraj K. Neerchal, University of Maryland Baltimore County; Kofi Adragni, University of Maryland Baltimore County; Amita Mehta, Joint Center for Earth Systems Technology

On the Use of Nonparametric Tests for Comparing Immunological Reverse Cumulative Distribution Curves (RCDCs)
Lihan Yan, FDA; Bob Small, Sanofi Pasteur; Ayca Ozol-Godfrey, Sunovion Pharmaceuticals

Topological Statistical Inference for Location Parameters via Frechet Functions
Ruite Guo, Florida State University

Estimating Discrete Nonlinear Effects with a Single Instrumental Variable
Leonard Goff, Columbia University

The Effect of World Trade Center Exposure on the Timing of Aerodigestive Diagnoses in New York City Firefighters: 2001--2011
Charles Hall, Albert Einstein College of Medicine; Xiaoxue Liu, Montefiore Medical Center; Rachel Zeig-Owens, Montefiore Medical Center; Jessica Weakley, Montefiore Medical Center; Mayris P. Webber, Montefiore Medical Center; Theresa Schwartz, Montefiore Medical Center; David J. Prezant, Fire Department of the City of New York

Finding the 'Missing Heritability' in Combined Phase 2 and Subset Phase 3 Analyses
Knut Wittkowski, Rockefeller University; Benedetta Bigio, Rockefeller University

A Generalized Ordered Response Model
Kramer Quist, Brigham Young University; James McDonald, Brigham Young University; Carla Johnston, University of California at Berkeley

Testing for No Effect in Nonparametric Regression with Survey Data
Yan Lu, University of New Mexico
8:35 AM

Causal Inference in Network-Dependent Observational Data
Oleg Sofrygin, University of California at Berkeley; Mark van der Laan, University of California at Berkeley
8:55 AM

On the Use of Nonparametric Tests for Comparing Immunological Reverse Cumulative Distribution Curves (RCDCs)
Lihan Yan, FDA; Bob Small, Sanofi Pasteur; Ayca Ozol-Godfrey, Sunovion Pharmaceuticals
8:55 AM

Adaptive Treatment Allocations for Emerging Infectious Diseases
Eric Laber, North Carolina State University; Nicholas Meyer, North Carolina State University; Brian J. Reich, North Carolina State University; Krishna Pacifici, North Carolina State University; Tao Hu, North Carolina State University
9:00 AM

Predicting Chemical Dose-Response Toxicity Through Chemical Structure Activity Relationships
Matthew Wheeler, CDC/NIOSH
9:15 AM

Testing for Vector White Noise Using Maximum Cross Correlations
Jinyuan Chang, University of Melbourne; Qiwei Yao, London School of Economics; Wen Zhou, Colorado State University
9:15 AM

How NOT to Do A/B Testing
David Charles Draper, University of California at Santa Cruz
9:25 AM

Biosignatures for Treatment Response: Statistical Methods for Developing Depression Treatment Response Index (DTRI)
Eva Petkova, New York University; Thaddeus Tarpey, Wright State University; Robert Todd Ogden, Columbia University; Adam Ciarleglio, Columbia University; Hyung G. Park, Columbia University
9:35 AM

A Semiparametric Bayesian Survival Analysis Using Covariate-Dependent Clustering, with Application to Pediatric Kidney Transplantation Data
Hang J. Kim, University of Cincinnati; Mi-Ok Kim, Cincinnati Children's Hospital Medical Center
9:50 AM

Finding the 'Missing Heritability' in Combined Phase 2 and Subset Phase 3 Analyses
Knut Wittkowski, Rockefeller University; Benedetta Bigio, Rockefeller University
9:50 AM

Nonparametric Regression with Adaptive Smoothness via a Convex Hierarchical Penalty
Asad Haris, University of Washington; Ali Shojaie, University of Washington; Noah Simon, University of Washington
10:05 AM

Quantifying and Mitigating the Effect of Preferential Sampling on Phylodynamic Inference
Michael Karcher; Julia Palacios, Harvard; Trevor Bedford, Fred Hutchinson Cancer Research Center; Marc Adam Suchard, University of California at Los Angeles; Vladimir Minin, University of Washington
10:05 AM

Model Calibration Utilizing Summary-Level Information from External Big Data
Nilanjan Chatterjee, The Johns Hopkins University; Yi-Hau Chen, Academia Sinica; Paige Maas, National Cancer Institute; Raymond Carroll, Texas A&M University
10:35 AM

Nonparametric Covariate-Adjusted Regression
Aurore Delaigle, University of Melbourne; Wenxin Zhou, Princeton; Peter Hall, University of Melbourne
10:35 AM

Biomarker Analyses in Phase II Dose-Ranging Study
Xiwen Ma, Sanofi US; Yuefeng Lu, Sanofi US; Zheng Wei, Sanofi US
10:35 AM

Variable Selection in the Concurrent Functional Linear Model
Jeff Goldsmith, Columbia Mailman School of Public Health
10:35 AM

Semiparametric Efficient Estimators in Heteroscedastic Error Models
Mijeong Kim, Ewha Womans University; Yanyuan Ma, University of South Carolina
10:50 AM

Topological Statistical Inference for Location Parameters via Frechet Functions
Ruite Guo, Florida State University
10:50 AM

Estimating Discrete Nonlinear Effects with a Single Instrumental Variable
Leonard Goff, Columbia University
10:50 AM

Functional Nearest Neighbor Ensembles with Application to Water Quality Monitoring
Jan Gertheiss, Clausthal University of Technology; Karen Fuchs, Siemens AG
10:55 AM

Probabilistic Integration: A Role for Statisticians in Numerical Analysis?
Francois-Xavier Briol, University of Warwick; Chris J. Oates, University of Technology Sydney; Mark Girolami, University of Warwick/The Alan Turing Institute for Data Science; Michael A. Osborne, University of Oxford; Dino Sejdinovic, University of Oxford
10:55 AM

Lag Selection and Model Validation in Nonparametric Autoregressive Conditional Heteroscedastic Models
Seonjin Kim, Miami University; Adriano Zambom, Loyola University Chicago
11:05 AM

Functional Divergence-Based Classification for Single-Cell Data
Ollivier Hyrien, University of Rochester
11:15 AM

Quantifying Quality and Uncertainty in Forensic Pattern Matching
Lucas Mentch, North Carolina State University; Duy Thai, Statistical and Applied Mathematical Sciences Institute
11:15 AM

A Bayesian Nonparametric Analysis of Heterogeneous Data on Microbial Communities
Sergio Bacallado
11:15 AM

An Approach to the Multivariate Two-Sample Problem Using Classification and Regression Trees and Minimum-Weight Spanning Subgraphs
David Ruth; Samuel Buttrey, Naval Postgraduate School; Lyn Whitaker, Naval Postgraduate School
11:20 AM

Analysis of Distributional Variation: A Multi-Resolution Scanning Approach with Applications to DNase-Seq Analysis
Li Ma, Duke University
11:35 AM

Advances of Bayesian Nonparametrics in Population Genetics of Infectious Diseases
Vladimir Minin, University of Washington
11:35 AM

An Adaptive-to-Model Test for Parametric Single-Index Errors-in-Covariables Models
Lixing Zhu, Hong Kong Baptist University; Hira L. Koul, Michigan State University; Chuan-Long Xie, Hong Kong Baptist University
11:50 AM

Bayesian Model Selection of Shape Constraints for Nonparametric Regression
Peter Lenk, University of Michigan; Taeryon Choi, Korea University
11:50 AM

Bayesian Nonparametric Multiple Testing for the Analysis of Microbiome Data
Michele Guindani
11:55 AM

Truncated Completely Random Measures
Trevor Campbell, MIT; Jonathan Huggins, MIT; Tamara Broderick, MIT; Jonathan How, MIT
11:55 AM

Accelerated Nonparametric Maximum Likelihood Density Deconvolution Using Bernstein Polynomial
Zhong Guan, Indiana University South Bend
12:05 PM

A Generalized Ordered Response Model
Kramer Quist, Brigham Young University; James McDonald, Brigham Young University; Carla Johnston, University of California at Berkeley
12:05 PM

A Class of Semiparametric Tests of Treatment Effect Robust to Measurement Error of a Confounder
Caleb Miles, University of California at Berkeley; Eric Tchetgen Tchetgen, Harvard
2:05 PM

Exponential Random Graph Models with Stable (Nonparametric) Statistics
Goeran Kauermann, Ludwig-Maximilians-University Munich
2:05 PM

Estimating Equation Approaches for Semiparametric Transformation Cure Models with Prevalent Survival Data
Yu-Jen Cheng, National Tsing Hua University
2:05 PM

Partially Linear Single-Index Regression for Accelerated Failure Time Models
Wenqing He, University of Western Ontario; Grace Yi, University of Waterloo
2:05 PM

Sufficient Dimension Reduction with Missing Data
Qi Xia, Temple University; Yuexiao Dong, Temple University; Chengyong Tang, Temple University
2:20 PM

Nonparametric Instrumental Variable Models for Categorical Data
Thomas Richardson, University of Washington; James Robins, Harvard
2:30 PM

Bayesian Approaches to Modeling Complex Phenomena in Health Applications
Jennifer L. Hill, New York University; Vincent Dorie, New York University; Nicole Carnegie, University of Wisconsin - Milwaukee; Masataka Harada, National Graduate Institute for Policy Studies
2:45 PM

Functional Mixed-Effects Modeling Meets Spectral Analysis of Replicated Time Series
Joris Chau, Université Catholique de Louvain
2:50 PM

Computationally Efficient Nonparametric Testing
Guang Cheng, Purdue University; Zuofeng Shang, Binghamton University
2:55 PM

Nonparametric Network Summaries
Sofia Olhede, University College London
3:05 PM

Nonparametric Bayesian Learning of Heterogeneous Dynamic Transcription Factor Networks
Xiangyu Luo, The Chinese University of Hong Kong; Yingying Wei, The Chinese University of Hong Kong
3:05 PM

Streaming Variational Inference for Normalized Random Measure Mixture Models
Nicholas Foti, University of Washington
3:05 PM

Multivariate Copula-Based Regression Models for Longitudinal Data
Xin Tian, National Heart, Lung, and Blood Institute; Colin O. Wu, National Heart, Lung, and Blood Institute
3:05 PM

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

Nonparametric Classification Using a Forest Dependency Structure
Mary Frances Dorn, Texas A&M University; Clifford Spiegelman, Texas A&M University; Amit Moscovich, Weizmann Institute of Science; Boaz Nadler, Weizmann Institute of Science
3:05 PM

On Estimating Open and Closed Line Segments in Noisy Data
Klaus Telkmann, University of Konstanz; Jan Beran, University of Konstanz
3:20 PM

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

Nonparametric Hypothesis Testing of the Human Microbiome Using Evolutionary Trees
Martina Mincheva, Temple University; Hongzhe Li, University of Pennsylvania; Jun Chen, Mayo Clinic
3:35 PM

Wednesday, 08/03/2016

Bayesian Inference in Nonparanormal Graphical Models
Jami Jackson, North Carolina State University; Subhashis Ghosal, North Carolina State University

A Parametric Approach for Analyzing Heteroscedastic Regression Models with Non-Normally Distributed Residuals
Fassil Nebebe, Concordia University; Tak Kwan Mak, Concordia University

Nonparametric Spatial Models for Clustered Ordered Periodontal Data
Dipankar Bandyopadhyay, Virginia Commonwealth University; Antonio Canale, University of Turin/Collegio Carlo Alberto
8:35 AM

Bayesian Approach for Interim Analysis with Failure Time Endpoint
Zailong Wang, Novartis Pharma; Chen Gao, University of Minnesota; Peter Mesenbrink, Novartis Pharma
8:35 AM

Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model
Xinyi Xu, The Ohio State University; Zhiguang Xu, Chase; Steven N. MacEachern, The Ohio State University
8:35 AM

Semiparametric Models of Bivariate Times-to-Event Data with a Semi-Competing Risk
Ran Liao, Indiana University ; Sujuan Gao, Indiana University
8:50 AM

Semiparametric Estimation of Longitudinal Data with Nonignorable Attrition Using Refreshment Samples
Jianfei Zheng, Oregon State University; Lan Xue, Oregon State University
8:50 AM

Semiparametric Regression Analysis of Recurrent Gap Times in the Presence of Competing Risks
Chia-Hui Huang, National Taipei University; Yi-Hau Chen, Academia Sinica
9:05 AM

Semiparametric Stochastic Mixed Models for Bivariate Periodic Longitudinal Data
Kexin Ji, University of Waterloo; Joel Dubin, University of Waterloo
9:05 AM

Capturing Carryover Effects in Crossover Designs in the Absence of Noncrossover Sequences
Vladimir Geneus, Florida State University; Ed P. Whalen, Pfizer; Ching-Ray Yu, Pfizer; Samaradasa Weerahandi, Pfizer; Chunming (Mark) Li, Pfizer
9:15 AM

Nonparametric Estimation of Stationary Covariance Functions
Li Wang, Iowa State University; Jiangyan Wang, Soochow University; Guanqun Cao, Auburn University
9:35 AM

Analysis of Asynchronous Longitudinal Data with Partially Linear Model
Li Chen, University of Missouri
9:35 AM

Dirichlet Process Mixture Model for High-Dimensional Gene Expression Data
Eric Mittman, Iowa State University; Jarad Niemi, Iowa State University
9:50 AM

Marginal Mean Models for Zero-Inflated Count Data with Spline-Based Semiparametric Estimation
David Todem, Michigan State University; Yifan Yang, Michigan State University
9:55 AM

A Dirichlet Process Mixture Model for Clustering Longitudinal Gene Expression Data
Jiehuan Sun, Yale University; Jose D. Herazo-Maya, Yale School of Medicine; Naftali Kaminski, Yale School of Medicine; Hongyu Zhao, Yale University; Joshua Warren, Yale University
10:05 AM

From Presence of Pathogens to Etiology of Disease: An Innovative Latent Class Model with Two Latent Variables
Nong Shang, CDC
10:05 AM

A Semiparametric Multi-State Survival Model for Correlated Interval-Censored Life History Data in Caries Research
Daewoo Pak, Michigan State University; Chenxi Li, Michigan State University; David Todem, Michigan State University
10:05 AM

Free Lunches with Sparse Bayesian Nonparametric Learning: A Probabilistic Exploration of Lower Dimensional Structure Discovery with Sparse High-Dimensional Data
Anjishnu Banerjee, Medical College of Wisconsin
10:05 AM

Modeling an Ordinal Outcome in High Dimensions with Nonparametric Feature Augmentation and Proportional Odds Boosting
Kyle Ferber, Virginia Commonwealth University; Kellie J. Archer, Virginia Commonwealth University
10:35 AM

A Semiparametric Joint Model for Terminal Trend of Quality of Life and Survival in Palliative Care Research
Zhigang Li; H. Rob Frost, Dartmouth College; Lihui Zhao, Northwestern University; Lei Liu, Northwestern University; Kathleen Lyons, Dartmouth College; Huaihou Chen, University of Florida; Bernard Cole, University of Vermont; David Currow, Flinders University; Marie Bakitas, University of Alabama at Birmingham; Tor Tosteson, Dartmouth College
10:35 AM

What Is the Best Model to Predict Real Failure of Hedge Funds?
Jose Faias, Catolica Lisbon SBE; Leila Amorim, UFBA
10:35 AM

Semiparametric Structural Equation Models with Latent Variables for Right-Censored Data
Kin Yau Wong, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill; Danyu Lin, The University of North Carolina at Chapel Hill
10:50 AM

Optimal Estimation of Derivatives in Nonparametric Regression
Wenlin Dai, King Abdullah University of Science and Technology ; Marc Genton, KAUST; Tiejun Tong, Hong Kong Baptist University
10:50 AM

An Estimating Equation Approach to Dimension Reduction in Longitudinal Data
Liping Zhu, Renmin University of China; Li Jin, Fudan University; Kelin Xu, Fudan University; Wensheng Guo, University of Pennsylvania Perelman School of Medicine; Momiao Xiong, The University of Texas Health Science Center at Houston
11:00 AM

Selection for Semiparametric Odds Ratio Model via Adaptive Screening
Jinsong Chen, University of Illinois at Chicago; Huayun Chen, University of Illinois at Chicago
11:05 AM

Classification of Longitudinal Data Using P-Splines and Correlated Mixed-Effects Models Applied to Predict Pregnancy Outcomes
Cristian Meza, Universidad de Valparaiso; Ana Arribas-Gil, Universidad Carlos III de Madrid; Rolando De la Cruz, P. Universidad Católica de Valparaíso; Claudio Fuentes, Oregon State University
11:05 AM

Reduced Sample-Compressed Learning of Big Probability Distributions
Subhadeep Mukhopadhyay, Temple University Fox School of Business
11:05 AM

Robust Semiparametric Methods for Analysis of Multivariate Secondary Phenotypes in Case-Control Genome-Wide Association Studies
Chuanhua Julia Xing, XPrecision; Elizabeth Schifano, University of Connecticut; Xihong Lin, Harvard T.H. Chan School of Public Health
11:15 AM

On Safe Semi-Supervised Learning
Kenneth Ryan; Mark Culp, West Virginia University
11:20 AM

Semiparametric Generalized Linear Models for Time-Series Data
Thomas Fung, Macquarie University; Alan Huang, University of Queensland
11:20 AM

Semiparametric Spatial Model for Interval-Censored Data with Time-Varying Covariate Effect
YUE ZHANG, University of Cincinnati; Xia Wang, University of Cincinnati; Bin Zhang, Cincinnati Children's Hospital Medical Center
11:20 AM

Pseudo-Value Method for Ultra-High-Dimensional Semiparametric Models with Life-Time Data
Tony Sit, The Chinese University of Hong Kong
11:35 AM

Rank-Based Group Variable Selection
Brice Merlin Nguelifack, U.S. Naval Academy
11:50 AM

Semiparametric Estimation and Inference for Partial AUC of Biomarkers Subject to Limit of Detection
Lixuan Yin, George Mason University; Guoqing Diao, George Mason University; Aiyi Liu, Eunice Kennedy Shriver National Institute of Child Health and Human Development
11:50 AM

A Semiparametric Survival Model with a Time-Dependent Cure Process
Sophie Yu-Pu Chen, University of Michigan; Alex Tsodikov, University of Michigan
11:50 AM

Efficient Semiparametric Inference Under Two-Phase Sampling, with Applications to Genetic Association Studies
Ran Tao, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill; Danyu Lin, The University of North Carolina at Chapel Hill
11:55 AM

A General Semiparametric Accelerated Failure Time Model Imputation Approach for Censored Covariate
Shengchun Kong, Gilead Sciences; Ying Ding, University of Pittsburgh; Shan Kang, Robert Bosch LLC
12:05 PM

Prognostic Score Weighting and Nonparametric Weighting via Bagged One-to-One Matching
Robert Greevy, Vanderbilt University; Lauren Samuels, Vanderbilt University
12:05 PM

Bayesian Nonparametric Estimation for Dynamic Treatment Regimes with Sequential Transition Times
Peter F. Thall, MD Anderson Cancer Center; Yanxun Xu; Peter Mueller, The University of Texas at Austin; Abdus S. Wahed, University of Pittsburgh
2:05 PM

A Flexible Spectral Approach to Nonparametric Estimation of Spatial Data
Sally Wood, University of Sydney; Aldo Saavedra, University of Sydney; Hugh Durrant-Whyte, University of Sydney; Ori Rosen, The University of Texas at El Paso
2:05 PM

Flexible Link Functions in Nonparametric Binary Regression with Gaussian Process Priors
Xia Wang, University of Cincinnati; Dan Li, University of Cincinnati; Lizhen Lin, The University of Texas; Dipak Dey, University of Connecticut
2:05 PM

Latent Space Approaches to Dynamic Multilayer Networks
Nabanita Mukherjee, Duke University; Rebecca Steorts, Duke University; Daniele Durante, University of Padua
2:05 PM

An Algorithm with Applications in Ranked-Set Sampling
Yimin Zhang, Villanova University; Jesse Frey, Villanova University
2:20 PM

A Dirichlet Process Functional Approach to Heteroscedastic-Consistent Covariance Estimation and Sensitivity Analysis of Causal Effects
George Karabatsos, University of Illinois at Chicago
2:25 PM

The Need for Parametric Statistics in Microbiome Research
Bill Shannon, Washington University/Biorankings; Sharina Carter, BioRankings
2:30 PM

Supervised Neighborhoods for Distributed Nonparametric Regression
Ameet Talwalkar, University of California at Los Angeles
2:30 PM

Adaptive Dose Modification for Phase I Clinical Trials
Yiyi Chu, The University of Texas School of Public Health; Haitao Pan, MD Anderson Cancer Center; Ying Yuan, MD Anderson Cancer Center
2:35 PM

Design, Identification, and Sensitivity Analysis for Patient Preference Trials
Teppei Yamamoto, MIT; Dean Knox, MIT; Berinsky Adam, MIT; Matthew Baum, Harvard
2:35 PM

A Bayesian Nonparametric Causal Inference Model for Comparative Effectiveness Research
Chenguang Wang, The Johns Hopkins University
2:45 PM

The Microclustering Property: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set
Abbas Zaidi, Duke University; Angie Shen, Duke University
2:50 PM

New Nonparametric Tests of Fit on the Orthogonal Group
Amir Sepehri, Stanford University
2:50 PM

Adaptive Bayesian Inference in Nonlinear Regression
Ji-Yeon Yang, Kumoh National Institute
2:50 PM

Reversed Hazard Parametric Regression Model to Analyze Left-Censored HIV Data
Md Akhtar Hossain, University of South Carolina; Hrishikesh Chakraborty, University of South Carolina
2:50 PM

A Semiparametric Frailty Model with Time-Varying Coefficients Based on Penalized B-Splines with Application to the Naturalistic Truck Driving Study
Yi Liu
2:50 PM

Making Sense of Digital Experiments with Bayesian Nonparametrics
Matt Taddy, Chicago Booth
2:55 PM

An Empirical Bayes Improvement of Common Shrinkage Estimators
Eitan Greenshtein, Central Bureau of Statistics, Israel; Ya'acov Ritov, Hebrew University/University of Michigan; Ariel Mansura, Bank of Israel
2:55 PM

A Nonparametric Bootstrap Test for Checking the Equality of the Correlation Structures of Two Correlated Time Series
Lei Jin, Texas A&M University - Corpus Christi; Suojin Wang, Texas A&M University
3:05 PM

Bayesian Semiparametric Latent Mediation Model
Chanmin Kim, Harvard; Michael Daniels, The University of Texas at Austin; Yisheng Li, MD Anderson Cancer Center
3:05 PM

Distribution-Dependent and Distribution-Free Confidence Intervals for the Variance
Brent Burch, Northern Arizona University
3:05 PM

Change-Plane Analysis for Subgroup Detection and Sample Size Calculation
Ailin Fan, North Carolina State University; Rui Song, North Carolina State University; Wenbin Lu, North Carolina State University
3:20 PM

Effect of Skewed and Nonparametric Link Functions for Rater-Item Binary Data
Xiaoyan Lin, University of South Carolina; Don Edwards, University of South Carolina
3:20 PM

Sample Size Planning of Two-Arm Trials Generating Discrete Quantitative Data to Be Analyzed by Means of the Mann-Whitney-Wilcoxon Statistic
Stefan Wellek, CIMH/University of Heidelberg
3:35 PM

Thursday, 08/04/2016

Regression for Partially Observed Household Epidemics
Forrest Crawford, Yale University
8:35 AM

Dirichlet Process Mixture of Voigt Profiles with Application to Peak Detection in X-Ray Photoelectron Spectroscopy Data
Anton Lobach, University of Rhode Island; Gavino Puggioni, University of Rhode Island; David Heskett, University of Rhode Island; Benjamin Young, Rhode Island College
8:50 AM

A Nonparametric Test of Independence Between Two Variables
Bin Li, Louisiana State University; Qingzhao Yu, Louisiana State University Health Sciences Center
8:50 AM

Locally Adaptive Bayesian Nonparametric Inference for Phylodynamics
James R. Faulkner, University of Washington; Vladimir Minin, University of Washington
9:05 AM

Semiparametric Estimation of ROC Curve with Multiple Imperfect Gold Standards: Application to the Diagnosis of Endometriosis
Danping Liu, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Beom Seuk Hwang, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Zhen Chen, Eunice Kennedy Shriver National Institute of Child Health and Human Development
9:15 AM

Predicting High-Spending Customers Using Semiparametric Quantile Regression
Adam Maidman, University of Minnesota; Lan Wang, University of Minnesota
9:20 AM

Nonparametric Methods for Detecting Large-Scale Structure
Yen-Chi Chen, Carnegie Mellon University; Christopher Genovese, Carnegie Mellon University; Larry Wasserman, Carnegie Mellon University; Peter Freeman, Carnegie Mellon University; Shirley Ho, Carnegie Mellon University
9:25 AM

A Versatile Multi-Domain Test with Adaptive Weighting
Yang Zhao, Sanofi Genzyme; Stephen Lake, Sanofi Genzyme
9:35 AM

Nonparametric Kernel Density Estimation Using Auxiliary Information from Complex Survey Data
Sayed A. Mostafa, Oklahoma State University; Ibrahim A. Ahmad, Oklahoma State University
9:35 AM

A Semiparametric Method to Compare the Means of Several Populations
Suohong Wang, Meredith College; Biao Zhang, University of Toledo; Wencan He, University of Toledo
9:50 AM

Efficient Methods for Fitting Bayesian Semiparametric Models to Partly Interval-Censored Data
Haiming Zhou, Northern Illinois University; Timothy Hanson, University of South Carolina
9:50 AM

Optimal Decision Rule for Multiple Biomarkers Combined as Tree-Based Classifiers
Yuxin Zhu, The Johns Hopkins University; Mei-Cheng Wang, The Johns Hopkins University
10:05 AM

A Frequentist Approach to Computer Model Calibration
Raymond Wong, Iowa State University; Curtis Storlie, Mayo Clinic; Thomas Lee, University of California at Davis
10:35 AM

A Class of Semiparametric Models in Analysis of Adverse Events in Drug Safety
Richard Entsuah, Merck
10:35 AM

Consistent Estimation in Partially Linear Models with Correlated Observations
Liangdong Fan; Cidambi Srinivasan, University of Kentucky; Richard Charnigo, University of Kentucky
10:35 AM

Cascaded High-Dimensional Histograms and an Application to Criminology
Siong Thye Goh, MIT; Cynthia Rudin, Duke University
10:35 AM

Weighted Dirichlet Process Mixture GARCH Model for Predicting Stock Price
Inyoung Kim, Virginia Tech; Peng Sun, Virginia Tech
10:50 AM

Study Design for Interval-Censored Outcomes
Yibai Zhao, University of Massachusetts - Amherst; Xiangdong Gu, University of Massachusetts - Amherst; Raji Balasubramanian, University of Massachusetts - Amherst
10:50 AM

Nonparametric Imputation for Nonignorable Missing Data
Domonique Watson, Emory University; Qi Long, Emory University
10:50 AM

Robust Semiparametric Estimation with Missing Responses
Francesco Bravo
10:55 AM

Maximum Likelihood Estimation for Semiparametric Models with Interval-Censored Data
Danyu Lin, The University of North Carolina at Chapel Hill
11:00 AM

Increasing the Power of the Mann-Whitney Test in Randomized Experiments Through Flexible Covariate Adjustment
Karel Vermeulen, Ghent University; Olivier Thas, Ghent University; Stijn Vansteelandt, Ghent University
11:05 AM

New Bootstrap Bias Corrections with Application to Estimation of Prediction Mean Square Error in Small-Area Estimation
Danny Pfeffermann, CBS Israel, Hebrew University/University of Southampton
11:25 AM

Semiparametric High-Dimensional Partial Linear Models: Estimation and Inference
Michael Levine, Purdue University; Lawrence D. Brown, University of Pennsylvania; Lie Wang, MIT
11:50 AM

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