Instrumentality Tests Revisited

10 January 2013

Papers citing "Instrumentality Tests Revisited"

22 / 22 papers shown

Title
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses Sourbh Bhadane Joris Mooij Philip A. Boeken O. Zoeter 155 0 0 17 Feb 2025
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning Jake Fawkes Nic Fishman Mel Andrews Zachary C. Lipton 100 1 0 12 Oct 2024
Consistency of Neural Causal Partial Identification Jiyuan Tan Jose Blanchet Vasilis Syrgkanis CML 109 0 0 24 May 2024
The Instrumental Variable Model with Categorical Instrument, Treatment and Outcome Yilin Song K. C. G. Chan Thomas S. Richardson CML 20 1 0 15 May 2024
The d-separation criterion in Categorical Probability Tobias Fritz Andreas Klingler 51 18 0 12 Jul 2022
Variable elimination, graph reduction and efficient g-formula F. R. Guo Emilija Perković A. Rotnitzky CML 74 7 0 24 Feb 2022
Partial Identification with Noisy Covariates: A Robust Optimization Approach Wenshuo Guo Mingzhang Yin Yixin Wang Michael I. Jordan 189 19 0 22 Feb 2022
Causal inference with imperfect instrumental variables N. Miklin M. Gachechiladze George Moreno Rafael Chaves 57 6 0 04 Nov 2021
An Automated Approach to Causal Inference in Discrete Settings Guilherme Duarte N. Finkelstein D. Knox Jonathan Mummolo I. Shpitser 96 49 0 28 Sep 2021
Partial Identifiability in Discrete Data With Measurement Error N. Finkelstein R. Adams Suchi Saria I. Shpitser 83 11 0 23 Dec 2020
Quantifying causal influences in the presence of a quantum common cause M. Gachechiladze N. Miklin Rafael Chaves 49 20 0 02 Jul 2020
Deriving Bounds and Inequality Constraints Using LogicalRelations Among Counterfactuals N. Finkelstein I. Shpitser 29 11 0 01 Jul 2020
Ivy: Instrumental Variable Synthesis for Causal Inference Zhaobin Kuang Frederic Sala N. Sohoni Sen Wu A. Córdova-Palomera Jared A. Dunnmon J. Priest Christopher Ré CML 62 27 0 11 Apr 2020
A General Method for Deriving Tight Symbolic Bounds on Causal Effects Michael C Sachs Gustav Jonzon A. Sjölander Erin E Gabriel 53 22 0 24 Mar 2020
Semidefinite tests for latent causal structures Aditya Kela Kai Von Prillwitz J. Åberg Rafael Chaves David Gross CML 91 19 0 03 Jan 2017
Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities Yunjian Yin Lan Liu Z. Geng Peng Luo 76 10 0 19 Jul 2016
Causal inference via algebraic geometry: feasibility tests for functional causal structures with two binary observed variables Ciarán M. Gilligan-Lee Robert W. Spekkens CML 61 39 0 12 Jun 2015
Graphs for margins of Bayesian networks R. Evans CML UQCV 121 92 0 08 Aug 2014
Inferring latent structures via information inequalities Rafael Chaves L. Luft T. O. Maciel David Gross Dominik Janzing Bernhard Schölkopf CML 145 43 0 08 Jul 2014
Graphical methods for inequality constraints in marginalized DAGs R. Evans CML 126 42 0 13 Sep 2012
Inequality Constraints in Causal Models with Hidden Variables Changsung Kang Jin Tian 77 33 0 27 Jun 2012
A Sequence of Relaxations Constraining Hidden Variable Models Greg Ver Steeg Aram Galstyan 171 21 0 08 Jun 2011