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conftrace_

instrumental variable

106 papers

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Also known as

IV

Co-occurring keywords · papers mentioning both

causal inference (68) causal effect (16) treatment effect (10) partial identification (8) causal effect estimation (8) graphical model (7) observational data (6) instrumental variable regression (6) conditional average treatment effect (5) unmeasured confounding (5)

Papers

Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness AISTATS 2017 Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models JMLR 2016 On Searching for Generalized Instrumental Variables AISTATS 2016 Causal Bounds and Observable Constraints for Non-deterministic Models JMLR 2012 Controlling Selection Bias in Causal Inference AISTATS 2012 Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NeurIPS 2010