conftrace_

covariate selection

4 papers

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Co-occurring keywords · papers mentioning both

variable selection (3) penalized likelihood (1) linear structural equation model (1) mediator selection (1) adjustment set (1) back-door criterion (1) scalable algorithm (1) vecchia approximation (1) randomization test (1) causal effect (1)

Papers

PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects AAAI 2025 Scalable Gaussian-process regression and variable selection using Vecchia approximations JMLR 2022 CONTRA: Contrarian statistics for controlled variable selection AISTATS 2021 Data-driven covariate selection for nonparametric estimation of causal effects AISTATS 2013