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Identification of average effects under magnitude and sign restrictions on confounding

Chalak, Karim - In: Quantitative economics : QE ; journal of the … 10 (2019) 4, pp. 1619-1657

confounding are weaker than requiring benchmark assumptions, such as exogeneity or a perfect proxy, and enable a sensitivity …

Persistent link: https://www.econbiz.de/10012202882

Integer programming approaches to find row-column arrangements of two-level orthogonal experimental designs

Nha Vo-Thanh; Goos, Peter; Schoen, Eric D. - 2016

Persistent link: https://www.econbiz.de/10011729923

Symmetry breaking in mixed integer linear programming formulations for blocking two-level orthogonal experimental designs

Nha Vo-Thanh; Jans, Raf; Schoen, Eric D.; Goos, Peter - In: Computers & operations research : and their … 97 (2018), pp. 96-110

Persistent link: https://www.econbiz.de/10011872896

Health selection and the effect of smoking on mortality

Adda, Jérôme; Lechene, Valérie - In: The Scandinavian journal of economics 115 (2013) 3, pp. 902-931

Persistent link: https://www.econbiz.de/10009778313

Simple and reliable estimators of coefficients of interest in a model with high-dimensional confounding effects

Galbraith, John W.; Zinde-Walsh, Victoria - In: Journal of econometrics 218 (2020) 2, pp. 609-632

Persistent link: https://www.econbiz.de/10012483173

Formal covariate benchmarking to bound omitted variable bias

Basu, Deepankar - 2023

Covariate benchmarking is an important part of sensitivity analysis about omitted variable bias and can be used to bound the strength of the unobserved confounder using information and judgments about observed covariates. It is common to carry out formal covariate benchmarking after...

Persistent link: https://www.econbiz.de/10014430784

Covariate benchmarking for sensitivity analysis when the confounder is correlated with observed covariates

Basu, Deepankar - 2023

Persistent link: https://www.econbiz.de/10014292518

Estimating causal effects with optimization-based methods : a review and empirical comparison

Cousineau, Martin; Verter, Vedat; Murphy, Susan A.; … - In: European journal of operational research : EJOR 304 (2023) 2, pp. 367-380

Persistent link: https://www.econbiz.de/10013534525

Confounding and Effect Modification: Distribution and Measure

VanderWeele, Tyler J. - In: Epidemiologic Methods 1 (2012) 1, pp. 55-82

Abstract The paper considers the properties of and relations between confounding and effect modification from the … of confounding depends on how the exposure was assigned; the presence of effect modification does not. The possibility of … confounding without effect modification and vice versa is discussed both with respect to distribution and measure. Discussion is …

Persistent link: https://www.econbiz.de/10014590578

A Tutorial on Interaction

VanderWeele, Tyler J.; Knol, Mirjam J. - In: Epidemiologic Methods 3 (2014) 1, pp. 33-72

, different mechanistic forms of interaction, when interaction is robust to unmeasured confounding, interaction for continuous …

Persistent link: https://www.econbiz.de/10014590592