Discussion on "Spatial+: A novel approach to spatial confounding" by Emiko Dupont, Simon N. Wood, and Nicole H. Augustin
- PMID: 35315519
- DOI: 10.1111/biom.13650
Discussion on "Spatial+: A novel approach to spatial confounding" by Emiko Dupont, Simon N. Wood, and Nicole H. Augustin
Keywords: spatial confounding; spatial regression models; spatial scales; uncertainty assessment.
Comment on
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Spatial+: A novel approach to spatial confounding.Biometrics. 2022 Dec;78(4):1279-1290. doi: 10.1111/biom.13656. Epub 2022 Mar 30. Biometrics. 2022. PMID: 35258102 Free PMC article.
References
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- Briseno Sanchez, G., Hohberg, M., Groll, A. and Kneib, T. (2020) Flexible instrumental variable distributional regression. Journal of the Royal Statistical Society: Series A (Statistics in Society), 183, 1553-1574.
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- Dupont, E., Wood, S.N., and Augustin, N. (2020) Spatial+: a novel approach to spatial confounding. arXiv preprint arXiv:2009.09420.
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- Fasiolo, M., Wood, S.N., Zaffran, M., Nedellec, R. and Goude, Y. (2021) Fast calibrated additive quantile regression. Journal of the American Statistical Association, 116, 1402-1412.
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- Marques, I., Kneib, T. and Klein, N. (2021) A multivariate Gaussian random field prior against spatial confounding. arXiv preprint arXiv:2106.03737.
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- Marra, G. and Radice, R. (2011) A flexible instrumental variable approach. Statistical Modelling, 11, 581-603.
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