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Activity Details

57 Sun, 8/8/2021, 3:30 PM - 5:20 PM Virtual
Nonparametric Modeling I — Contributed Speed
Section on Nonparametric Statistics
Chair(s): Yi Yu, University of Warwick
3:35 PM Nonparametric Analysis of Patient-Reported Outcomes Using Compartmentalization Method
Saryet Kucukemiroglu, FDA; Manasi Sheth, FDA
3:40 PM Stratified Incomplete Local Simplex Tests for Curvature of Nonparametric Multiple Regression
Yanglei Song, Queen's University; Xiaohui Chen, University of Illinois at Urbana-Champaign; Kengo Kato, Cornell University
3:45 PM Testing for Differences in Mean Matrices Using Multiple 3-D Rotation Data Sets
Melissa Bingham, University of Wisconsin-La Crosse
3:50 PM Two-Sample Testing in High Dimension via Maximum Mean Discrepancy
Hanjia Gao, Department of Statistics, University of Illinois at Urbana-Champaign; Xiaofeng Shao, University of Illinois at Urbana-Champaign
3:55 PM Another Look at the Lady Tasting Tea and Differences Between Permutation Tests and Randomization Tests
Jesse Hemerik, Wageningen University & Research; Jelle Goeman, Leiden University Medical Center
4:00 PM Wild Bootstrap Implementation of Nonparametric Multiple Comparisons with Effect Size Generalization in the One-Way Repeated Measures Setting
Patrick Carroll, Oregon State University; Alexander Kuhn, Oregon State University; Kimihiro Noguchi, Department of Mathematics, Western Washington University
4:05 PM A Kernel-based Test of Independence for Cluster-correlated Data
Hongjiao Liu, University of Washington; Michael C Wu, Fred Hutchinson Cancer Research Center
4:10 PM A Comparison of Methods for Cumulative Distribution Functions Estimation in Multidimensional Kolmogorov-Smirnov Tests Between Two Distributions
Gonzalo Hernando, Air Force Institute of Technology; Christine M. Schubert Kabban, Air Force Institute of Technology
4:15 PM Constructing Confidence Intervals from Randomization Tests
Yanying Wang, Bristol Myers Squibb
4:20 PM Evaluating the Usefulness of Randomization Tests for the Analysis of Stepped Wedge Trials
Harlan Sayles, University of Nebraska Medical Center; Christopher Wichman, University of Nebraska Medical Center; Lynette Smith, University of Nebraska Medical Center
4:30 PM A Neighborhood Hypothesis Test for a High-Dimensional Mean When the Neighborhood Is Defined in Terms of the Total Population Variance with an Application to Model Validation
Dhanamalee Bandara, University of Wisconsin Green Bay; Leif Ellingson, Texas Tech University; Souparno Ghosh, University of Nebraska Lincoln
4:35 PM Entropy-Regularized Schroedinger Bridge and Two-Sample Homogeneity Testing
Zaid Harchaoui, University of Washington; Lang Liu, University of Washington; Soumik Pal, University of Washington
4:40 PM Nonparametric Method for Clustered Data in Pre-Post Factorial Design
Yue Cui, Missouri State University
4:45 PM Testing Hypotheses in Large, Complex Data Using Nonparametric Data Science
Sunil Mathur, Texas A&M University-Corpus Christi
4:50 PM Testing for Associations in a Heterogeneous Population
Malima Sugandika Atapattu, Texas Tech University; Fangyuan Zhang, Texas Tech University
4:55 PM Permutation tests for cluster analysis
Riccardo Ceccato, University of Padova; Rosa Arboretti, University of Padova; Luigi Salmaso, University of Padova; Luca Pegoraro, University of Padova; Marta Disegna, Bournemouth University
5:00 PM Asymmetric Prior in Wavelet Shrinkage
Alex Rodrigo dos Santos Sousa, University of São Paulo
5:05 PM Spike-and-Slab Generalized Additive Models and Fast Algorithms for High-Dimensional Data
Boyi Guo, University of Alabama at Birmingham; Nengjun Yi, University of Alabama at Birmingham
5:10 PM Minimax Rates for Conditional Density Estimation via Empirical Entropy
Blair Bilodeau, University of Toronto; Dylan J. Foster, Massachusetts Institute of Technology; Daniel M. Roy, University of Toronto
5:15 PM A Robust Non Parametric Median-Based Quantile Regression Control Chart Using Real-Life Case Studies
Quratulain Khaliq, Bank of Punjab