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Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence.

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Title: Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence.
Authors: Ye, Zikun1 (AUTHOR) zikunye@uw.edu, Zhang, Zhiqi2 (AUTHOR) z.zhiqi@wustl.edu, Zhang, Dennis J.2 (AUTHOR) denniszhang@wustl.edu, Zhang, Heng3 (AUTHOR) hengzhang24@asu.edu, Zhang, Renyu4 (AUTHOR) philipzhang@cuhk.edu.hk
Source: Management Science (INFORMS). Jul2026, Vol. 72 Issue 7, p5611-5634. 24p.
Database: Business Source Ultimate
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  Data: Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence.
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  Data: <searchLink fieldCode="AR" term="%22Ye%2C+Zikun%22">Ye, Zikun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> zikunye@uw.edu</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Zhiqi%22">Zhang, Zhiqi</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> z.zhiqi@wustl.edu</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Dennis+J%2E%22">Zhang, Dennis J.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> denniszhang@wustl.edu</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Heng%22">Zhang, Heng</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> hengzhang24@asu.edu</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Renyu%22">Zhang, Renyu</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> philipzhang@cuhk.edu.hk</i>
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  Data: <searchLink fieldCode="JN" term="%22Management+Science+%28INFORMS%29%22">Management Science (INFORMS)</searchLink>. Jul2026, Vol. 72 Issue 7, p5611-5634. 24p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=195097789
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      – Type: doi
        Value: 10.1287/mnsc.2024.04625
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      – Code: eng
        Text: English
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      – TitleFull: Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence.
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              Text: Jul2026
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              Y: 2026
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