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  • Search: subject:"residual learning"
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Year of publication
Subject
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CATE 2 Orthogonal learning 2 cross-fitting 2 dynamic panel data,time series 2 mixing 2 neighbors-left-out 2 residual learning 2 Causality analysis 1 Dynamische Wirtschaftstheorie 1 Economic dynamics 1 Estimation theory 1 Kausalanalyse 1 Learning process 1 Lernprozess 1 Panel 1 Panel study 1 Schätztheorie 1 Time series analysis 1 Zeitreihenanalyse 1
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Online availability
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Free 2 CC license 1
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 1 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 2
Author
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Chernozhukov, Victor 2 Goldman, Matt 2 Semenova, Vira 2 Taddy, Matt 2
Published in...
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Quantitative Economics 1 Quantitative economics : QE ; journal of the Econometric Society 1
Source
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ECONIS (ZBW) 1 EconStor 1
Showing 1 - 2 of 2
Cover Image
Inference on heterogeneous treatment effects in high-dimensional dynamic panels under weak dependence
Semenova, Vira; Goldman, Matt; Chernozhukov, Victor; … - In: Quantitative Economics 14 (2023) 2, pp. 471-510
This paper provides estimation and inference methods for conditional average treatment effects (CATE) characterized by a high-dimensional parameter in both homogeneous cross-sectional and unit-heterogeneous dynamic panel data settings. In our leading example, we model CATE by interacting the...
Persistent link: https://www.econbiz.de/10014536958
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Cover Image
Inference on heterogeneous treatment effects in high-dimensional dynamic panels under weak dependence
Semenova, Vira; Goldman, Matt; Chernozhukov, Victor; … - In: Quantitative economics : QE ; journal of the … 14 (2023) 2, pp. 471-510
This paper provides estimation and inference methods for conditional average treatment effects (CATE) characterized by a high‐dimensional parameter in both homogeneous cross‐sectional and unit‐heterogeneous dynamic panel data settings. In our leading example, we model CATE by interacting...
Persistent link: https://www.econbiz.de/10014308573
Saved in:
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