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semiparametric regression

5 papers

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Co-occurring keywords · papers mentioning both

doubly robust (1) exposure effect (1) partially linear model (1) factor model (1) undirected graphical model (1) tree-based method (1) multiple treatment confounding (1) doubly robust inference (1) classification and regression tree (1) double machine learning (1)

Papers

On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024 Scalable Higher-Order Tensor Product Spline Models AISTATS 2024 Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding JMLR 2023 A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models AISTATS 2014 Graph-Valued Regression NeurIPS 2010