High-dimensional causal mediation analysis based on partial linear structural equation models
Xizhen Cai, Yeying Zhu, Yuan Huang, Debashis Ghosh
Topics & Concepts
Structural equation modelingMediationSobel testOutcome (game theory)Linear modelEstimatorCausal modelEconometricsConfoundingCausal inferenceMathematicsCurse of dimensionalityComputer scienceStatisticsMathematical economicsPath analysis (statistics)Political scienceLawAdvanced Causal Inference Techniques