Identifiability of Sparse Causal Effects using Instrumental Variables

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Identifiability of Sparse Causal Effects using Instrumental Variables

17 March 2022

Niklas Pfister

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Papers citing "Identifiability of Sparse Causal Effects using Instrumental Variables"

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Title
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 103 0 0 05 Jun 2025
BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments Jordan Penn L. Gunderson Gecia Bravo Hermsdorff Ricardo M. A. Silva David S. Watson 69 0 0 11 Nov 2024
Boosted Control Functions Nicola Gnecco Jonas Peters Sebastian Engelke Niklas Pfister 69 2 0 09 Oct 2023
Partially Specified Causal Simulations Alireza Zamanian Leopold Mareis Narges Ahmidi CML 49 1 0 19 Sep 2023
Sequential Underspecified Instrument Selection for Cause-Effect Estimation Elisabeth Ailer Jason S. Hartford Niki Kilbertus CML 80 4 0 11 Feb 2023