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
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
