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Minimax rates for heterogeneous causal effect estimation
Kennedy, Edward H, Balakrishnan, Sivaraman, Robins, James M, Wasserman, Larry
Published in The Annals of statistics (01.04.2024)
Published in The Annals of statistics (01.04.2024)
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A Capture-Recapture-based Ascertainment Probability Weighting Method for Effect Estimation With Under-ascertained Outcomes
Bonander, Carl, Nilsson, Anton, Li, Huiqi, Sharma, Shambhavi, Nwaru, Chioma, Gisslén, Magnus, Lindh, Magnus, Hammar, Niklas, Björk, Jonas, Nyberg, Fredrik
Published in Epidemiology (Cambridge, Mass.) (01.05.2024)
Published in Epidemiology (Cambridge, Mass.) (01.05.2024)
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Disentangled representation for sequential treatment effect estimation
Chu, Jiebin, Zhang, Yaoyun, Huang, Fei, Si, Luo, Huang, Songfang, Huang, Zhengxing
Published in Computer methods and programs in biomedicine (01.11.2022)
Published in Computer methods and programs in biomedicine (01.11.2022)
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Non-parametric treatment time-lag effect estimation
Gierz, Kristine, Park, Kayoung, Qiu, Peihua
Published in Statistical methods in medical research (01.01.2022)
Published in Statistical methods in medical research (01.01.2022)
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Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation
Zhu, Fujin, Lu, Jie, Lin, Adi, Xuan, Junyu, Zhang, Guangquan
Published in IEEE transactions on knowledge and data engineering (01.03.2023)
Published in IEEE transactions on knowledge and data engineering (01.03.2023)
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Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations
Zhang, Yuling, Wu, Anpeng, Kuang, Kun, Du, Liang, Sun, Zixun, Wang, Zhi
Published in Data engineering (13.05.2024)
Published in Data engineering (13.05.2024)
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Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations
Zhang, Yuling, Wu, Anpeng, Kuang, Kun, Du, Liang, Sun, Zixun, Wang, Zhi
Year of Publication 03.07.2024
Year of Publication 03.07.2024
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