Výsledky vyhledávání - "EP/W014971/1"

Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing

Autoři: Li, Ting Shi, Chengchun Lu, Zhaohua a další

Zdroj: Journal of the American Statistical Association. 119:1736-1750

Témata: quantile treatment effect, spatialtemporal experiments, FOS: Computer and information sciences, Computer Science - Machine Learning, ridesourcing platform, 05 social sciences, Machine Learning (stat.ML), CCF-DiDi GAIA Collaborative Research Funds for Young Scholars and Program for Innovative Research Team of Shanghai University of Finance and Economics, policy evaluation, 01 natural sciences, Machine Learning (cs.LG), Methodology (stat.ME), varying coefficient models, EP/W014971/1, Statistics - Machine Learning, 0502 economics and business, 0101 mathematics, Li's research is partially supported by the Nation12101388, Statistics - Methodology, A/B testing

Přístupová URL adresa: http://arxiv.org/abs/2305.10187
http://eprints.lse.ac.uk/122488/

Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning

Autoři: Shi, Chengchun Zhou, Yunzhe Li, Lexin

Zdroj: Journal of the American Statistical Association. :1-14

Témata: FOS: Computer and information sciences, 0301 basic medicine, directed acrylic graph, Computer Science - Machine Learning, R01AG062542, Machine Learning (stat.ML), 01 natural sciences, R01AG061303, Machine Learning (cs.LG), 03 medical and health sciences, Hypothesis testing, EP/W014971/1, Statistics - Machine Learning, hypothesis testing, brain connectivity networks, generative adversarial networks, 0101 mathematics, multilayer perceptron neural networks, CIF-2102227

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39416711
http://arxiv.org/abs/2106.01474
http://eprints.lse.ac.uk/119446/

A multiagent reinforcement learning framework for off-policy evaluation in two-sided markets

Autoři: Shi, Chengchun Wan, Runzhe Song, Ge a další

Zdroj: The Annals of Applied Statistics. 17

Témata: reinforcement learning, EP/W014971/1, DMS-2003637, multiagent system, 0502 economics and business, 05 social sciences, 0101 mathematics, policy evaluation, 01 natural sciences, spatiotemporal studies

Přístupová URL adresa: http://eprints.lse.ac.uk/117174/

A Reinforcement Learning Framework for Dynamic Mediation Analysis

Autoři: Ge, Lin Wang, Jitao Shi, Chengchun a další

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, DMS-2003637, R01NR013658toJW&ZW, (EP/W014971/1, Machine Learning (stat.ML), 01 natural sciences, Machine Learning (cs.LG), Methodology (stat.ME), 03 medical and health sciences, (R01 MH101459toZW, 0302 clinical medicine, Statistics - Machine Learning, 0101 mathematics, Statistics - Methodology

Přístupová URL adresa: http://arxiv.org/abs/2301.13348
http://eprints.lse.ac.uk/120776/

A robust test for the stationarity assumption in sequential decision making

Autoři: Wang, Jitao Shi, Chengchun Wu, Zhenke

Témata: R01MH101459, EP/W014971/1, R01NR013658

Přístupová URL adresa: http://eprints.lse.ac.uk/120775/