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two-stage least square

6 papers

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Co-occurring keywords · papers mentioning both

instrumental variable (5) instrumental variable regression (3) causal inference (3) control function estimator (1) nonlinear model (1) kernel methods (1) two-stage regression (1) confounder balancing (1) stochastic online learning (1) structural equation (1)

Papers

Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 Transformers Handle Endogeneity in In-Context Linear Regression ICLR 2025 Instrumental Variable Regression with Confounder Balancing ICML 2022 Kernel Instrumental Variable Regression NeurIPS 2019 A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018 Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models JMLR 2016