JSM2023
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Contributed Papers

Topics in High-dimensional Statistics

Tue, Aug 8, 10:30 AM
Debashis MondalChair
IMS

7 Presentations

A Shrinkage Likelihood Ratio Test for High-Dimensional Subgroup Analysis
10:35 AM - 10:50 AM
Shota Takeishi
Bootstrapped Edge Count Tests for Non-parametric Two-Sample Inference Under Heterogeneity
10:50 AM - 11:05 AM
Gourab Mukherjee (University of Southern California)
Co-authors: Trambak Banerjee, Bhaswar Bhattacharya (University of Pennsylvania, Wharton School of Business)
Efficient Change Point Detection and Estimation in High-Dimensional Correlation Matrices
11:05 AM - 11:20 AM
Zhaoyuan LI
Co-authors: Jie Gao (The Chinese University of Hong Kong, Shenzhen)
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
11:20 AM - 11:35 AM
Kai Tan (Rutgers University)
Co-authors: Pierre Bellec (Rutgers University)
Multivariate Modelling of Four Violent Crime Types in Trinidad: A Bayesian Shared Component Approach
11:35 AM - 11:50 AM
Navin Dookeram (The University of the West Indies, St. Augustine)
Co-authors: Asad Mohammed (The University of the West Indies), Isaac Dialsingh (University of the West Indies)
On structural equivalences and cross-validation consistencies for overparameterized ridge regression
11:50 AM - 12:05 PM
Pratik Patil (University of California, Berkeley)
Co-authors: Ryan Tibshirani (Carnegie Mellon University)
Uniform-over-dimension asymptotic theory and its application in tests for high-dimensional data
12:05 PM - 12:20 PM
Joydeep Chowdhury
Co-authors: Subhajit Dutta (KAUST), Marc Genton (King Abdullah University of Science and Technology)
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