Discussion on “Spatial+: a novel approach to spatial confounding” by Emiko Dupont, Simon N. Wood, and Nicole H. Augustin

DOI10.1111/biom.13655zbMath1520.62299OpenAlexW4283019056MaRDI QIDQ6055671

Georgia Papadogeorgou

Publication date: 30 October 2023

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.13655

zbMATH Keywords

causal inferenceunmeasured confoundingspatial confoundingnetwork confounding

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths
• High-dimensional confounding adjustment using continuous Spike and Slab priors
• Spatial multiresolution analysis of the effect of \(\text{PM}_{2.5}\) on birth weights
• Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love
• Outcome‐adaptive lasso: Variable selection for causal inference
• Inference on Treatment Effects after Selection among High-Dimensional Controls
• Bayesian Effect Estimation Accounting for Adjustment Uncertainty
• Structural Equation Models for Dealing With Spatial Confounding
• Toward Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia
• Network Dependence Can Lead to Spurious Associations and Invalid Inference

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