continuous variable 1dependence measure 1hellinger distance 1independence test 1kernel density estimation 1multinomial variable 1
From the 1 of 3 linked papers with an AI index.
3 papers
stat.ME2026
A New Measure of Dependence Between Continuous and Multinomial Random Variables
Lu Yang, Galin L. Jones
The paper proposes a new dependence measure for a continuous variable and a multinomial variable based on the Hellinger distance between conditional distributions, and provides an…
cs.LG2026
AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science
An Luo, Jin Du, Xun Xian +12
Data science plays a critical role in transforming complex data into actionable insights across numerous domains. Recent developments in large language models (LLMs) and artificial…
stat.ME2024
A Bayesian Generalized Bridge Regression Approach to Covariance Estimation in the Presence of Covariates
Christina Zhao, Ding Xiang, Galin L. Jones +1
A hierarchical Bayesian approach that permits simultaneous inference for the regression coefficient matrix and the error precision (inverse covariance) matrix in the multivariate l…