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It is a truth universally acknowledged that an observed association without known mechanism must be in want of a causal estimate.
“Sensitivity Analysis via the Proportion of Unmeasured Confounding”
Matteo Bonvini and Edward Kennedy · 1912
Earlier work this paper cites.
“Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome”
P.. Rosenbaum and D.. Rubin · 1983
Earlier work this paper cites.
“Evaluating the Econometric Evaluations of Training Programs with Experimental Data”
Robert. LaLonde · 1986
Earlier work this paper cites.
“Effects of early intervention on cognitive function of low birth weight preterm infants”
Jeanne Brooks-Gunn, Fong ruey Liaw and Pamela Klebanov · 1992
Earlier work this paper cites.
“Sensitivity to Exogeneity Assumptions in Program Evaluation”
Guido Imbens · 2003
Earlier work this paper cites.
“BART: Bayesian additive regression trees”
Hugh. Chipman, Edward. George and Robert. McCulloch · 2010
Earlier work this paper cites.
“Bayesian Nonparametric Modeling for Causal Inference”
Jennifer. Hill · 2010
Cited alongside, same era.
“Design of Observational Studies”, 2010
Paul Rosenbaum · 2010
Cited alongside, same era.
“Sensitivity analysis for causal inference using inverse probability weighting”
Changyu Shen, Xiaochun Li, Lingling Li and Martin. Were · 2011
Cited alongside, same era.
“Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies”
Jesse. Hsu and Dylan. Small · 2013
Cited alongside, same era.
“An introduction to sensitivity analysis for unobserved confounding in nonexperimental prevention research”
Weiwei Liu, S Kuramoto and Elizabeth Stuart · 2013
Cited alongside, same era.
“Nonparametric Bounds and Sensitivity Analysis of Treatment Effects”
Amy Richardson, Michael. Hudgens, Peter. Gilbert and Jason. Fine · 2014
“A flexible, interpretable framework for assessing sensitivity to unmeasured confounding”
Vincent Dorie, Masataka Harada, Nicole Carnegie and Jennifer Hill · 2016
Later among the works it cites.
“Bounds on the conditional and average treatment effect with unobserved confounding factors”
Steve Yadlowsky et al · 2018
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“Sensitivity Analysis of Linear Structural Causal Models”
Carlos Cinelli et al · 2019
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“Flexible Sensitivity Analysis for Observational Studies Without Observable Implications”
Alexander. Franks, Alexander D’Amour and Avi Feller · 2019
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“Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap”
Qingyuan Zhao, Dylan. Small and Bhaswar. Bhattacharya · 2019
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Cited alongside, same era.
“Making sense of sensitivity: extending omitted variable bias”
Carlos Cinelli and Chad Hazlett · 2020
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