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Contributed Papers

Nonparametric Testing and Distributional Inference

Tue, Aug 4, 10:30 AM - 12:20 PM Room CC-208 Thomas M. Menino Convention & Exhibition Center

Hongxiao ZhuChair

Section on Nonparametric Statistics

7 Presentations

A Hypothesis Test for Independent Component Models under the High-Dimensional Regime

10:35 AM - 10:50 AM

Co-authors: Miles Lopes (University of California At Davis), Siyao Wang (UCDavis)

independent component model goodness-of-fit random matrix high-dimensional statistics

Comparing Discrete Populations Without Category Matching

10:50 AM - 11:05 AM

Jialin Zhang (Mississippi State University)

goodness-of-fit test nonparametric test discrete non-ordinal data disparate sample spaces generalized Shannon's entropy escort distributions

Distribution-free prediction intervals for nonparametric kernel regression after model selection

11:05 AM - 11:20 AM

Lasanthi Pelawa Watagoda (Appalachian State University)

Co-authors: Hasthika Rupasinghe (Appalachian State University)

Prediction Intervals Nonparametric Kernal Regresssion

On Melded Random Quantile Difference Estimators

11:20 AM - 11:35 AM

Matthew Arvanitis (Food and Drug Administration)

Nonparametric Quantile Difference Estimator Melded Confidence Intervals Random Confidence Bounds

Testing Conditional Distribution Equality Using Generative Models

11:35 AM - 11:50 AM

Co-authors: Zekai Jin (Washington University in St. Louis), Xiaofeng Shao (Washington University in St Louis, Dept of Statistics and Data Science), Yun Yang

Conditional Distribution Maximum Mean Discrepancy Kernel Method Generative Models

Testing Goodness of Fit of a Linear Model: A Simulation-Based Approach through Penalized Regression

11:50 AM - 12:05 PM

Mirajul Islam (St. Jude Children Research Hospital)

Penalized splines and smoothing splines simulation studies and adequacy test,linear model R programming fixed design and normal errors.smoothing parameter and knot selction

Testing multivariate normality using angular skewness and kurtosis processes

12:05 PM - 12:20 PM

Jisu Oh (North Carolina State University)

Co-authors: Subhashis Ghoshal (North Carolina State University)

Normality test Bayesian statistics Gaussian process Spherical harmonics Reproducing kernel Hilbert space

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