Regret Minimization and Statistical Inference in Online Decision Making with High-dimensional Covariates

Autor: Duan, Congyuan, Ma, Wanteng, Jiang, Jiashuo, Xia, Dong

This paper investigates regret minimization, statistical inference, and their interplay in high-dimensional online decision-making based on the sparse linear context bandit model. We integrate the $\varepsilon$-greedy bandit algorithm for decision-ma

Externí odkaz: http://arxiv.org/abs/2411.06329

Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan.

Autor: Wang, Feifei, Duan, Congyuan, Li, Yang, Huang, Hui, Shia, Ben-Chang

Publikováno v: Biostatistics; Jan2024, Vol. 25 Issue 1, p40-56, 17p

Risk factors associated with mortality of COVID-19 in 2692 counties of the United States

Autor: Tian, Ting, Zhang, Jingwen, Hu, Liyuan, Jiang, Yukang, Duan, Congyuan, Wang, Xueqin, Zhang, Heping

Background: The number of cumulative confirmed cases of COVID-19 in the United States has risen sharply since March. A county health ranking and roadmaps program has been established to identify factors associated with disparity in mobility and morta

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______9409::4d034515fd10d2ce83573c88d14a1781

Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan.

Autor: Wang F; Center for Applied Statistics, School of Statistics, Renmin University of China, Beijing, 100872, China., Duan C; School of Mathematics, Sun Yat-Sen University, Guangdong, 510275, China., Li Y; Center for Applied Statistics, School of Statistics, and Statistical Consulting Center, Renmin University of China, Beijing, 100872, China., Huang H; School of Mathematics, Sun Yat-Sen University, Guangdong, 510275, China., Shia BC; AI Development Center of Taiwan Institute of Artificial Intelligence, Fu Jen Catholic University, New Taipei City, 24205, Taiwan.

Publikováno v: Biostatistics (Oxford, England) [Biostatistics] 2023 Dec 15; Vol. 25 (1), pp. 40-56.