Recent Advancement in Nonparametric and Semiparametric Methods

Tue, Aug 6, 8:30 AM - 10:20 AM

Zheng XuChair

International Chinese Statistical Association

6 Presentations

A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models

8:35 AM - 8:50 AM

Yijin Ni

Co-authors: Xiaoming Huo (Georgia Institute of Technology, School of Industrial & Systems Engineering)

Analyzing Recurrent Event Data Using a Pseudo-Partial Likelihood Approach

8:50 AM - 9:05 AM

Yu-Jen Cheng (National Tsing Hua University, Taiwan)

Bayesian spatial functional data clustering: an application in disease mapping

9:05 AM - 9:20 AM

Ruiman Zhong

Co-authors: Erick Chacon Montalvan (King Abdullah University of Science and Technology), Paula Moraga (King Abdullah University of Science and Technology)

Geographic Regression Discontinuity Design with Spatially Correlated Noise

9:20 AM - 9:35 AM

Jiayin Li

Co-authors: David Ruppert (Cornell University), Y. Samuel Wang (Cornell University)

Model-free variable selection and hypothesis testing for high-dimensional data analysis

9:35 AM - 9:50 AM

Shangyuan Ye (Oregon Health & Science University)

Subgroup Analysis for High Dimensional Survival Data Based on Penalized Fusion and Model Averaging

9:50 AM - 10:05 AM

Yuxiang Wu

Co-authors: Jianguo Sun (University of Missouri)