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Peipei Du

Hong Kong Baptist University

Renfrew Road 34

Kowloon Tong

Hong Kong

  • Hong Kong Baptist University

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Propensity Score Analysis with Missing Data Using a Multi-Task Neural Networks

Number of pages: 22 Posted: 13 Jul 2022
Shu Yang, Peipei Du, Daihai He, Yaolong Chen, Linda Zhong, Xixi Feng, Xiaodong Yan and Jiawei Luo
Chengdu University of Traditional Chinese Medicine, Hong Kong Baptist University, Hong Kong Polytechnic University - Department of Applied Mathematics, Lanzhou University - Evidence-Based Social Science Research Center, Guangzhou University of Chinese Medicine - Guangdong-Hong Kong-Macau Joint Lab on Chinese Medicine and Immune Disease Research, Chengdu Medical College, Shandong University and Sichuan University
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Abstract:

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Observational study, Propensity score analysis, Neural Network, Multitasking learning, Causal effect estimation, Inverse probability weighting