An Equation for the Identification of Average Causal Effect in Nonlinear Models

DOI10.5705/ss.202021.0191zbMath1483.62043arXiv2105.05299OpenAlexW4200029444WikidataQ113689314 ScholiaQ113689314MaRDI QIDQ5067433

Wing-Hung Wong

Publication date: 1 April 2022

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2105.05299

zbMATH Keywords

instrumental variablecausal inference

Mathematics Subject Classification ID

Causal inference from observational studies (62D20)

Cites Work

• Instrumental variable estimation of nonseparable models
• Robust Causal Inference with Continuous Instruments Using the Local Instrumental Variable Curve
• Identification of Causal Effects Using Instrumental Variables
• Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
• Identification and Estimation of Local Average Treatment Effects
• Identification of Nonseparable Models Using Instruments With Small Support
• Local Identification of Nonparametric and Semiparametric Models
• Instrumental Variable Estimation of Nonparametric Models

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