Advanced search
Publication Cover
Journal of the American Statistical Association Volume 117, 2022 - Issue 537
Submit an article Journal homepage
1,582
Views
21
CrossRef citations to date
0
Altmetric
Theory and Methods

Restricted Spatial Regression Methods: Implications for Inference

Kori Khana Department of Statistics, The Ohio State University, Columbus, OHCorrespondence[email protected]
View further author information
&
Catherine A. Calderb Department of Statistics and Data Sciences, University of Texas at Austin, Austin, TXView further author information
Pages 482-494 | Received 22 May 2019, Accepted 12 Jun 2020, Published online: 18 Aug 2020

Citations (21)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (2)

Francis K. C. Hui & Howard D. Bondell. (2022) Spatial Confounding in Generalized Estimating Equations. The American Statistician 76:3, pages 238-247.
Read now
Dale L. Zimmerman & Jay M. Ver Hoef. (2022) On Deconfounding Spatial Confounding in Linear Models. The American Statistician 76:2, pages 159-167.
Read now

Articles from other publishers (19)

Hiroshi Yamada. (2024) Spatial Smoothing Using Graph Laplacian Penalized Filter. Spatial Statistics 60, pages 100799.
Crossref
Arantxa Urdangarin, Tomás Goicoa, Thomas Kneib & María Dolores Ugarte. (2024) A simplified spatial+ approach to mitigate spatial confounding in multivariate spatial areal models. Spatial Statistics 59, pages 100804.
Crossref
Nelson Cuboia, Joana Reis-Pardal, Isabel Pfumo-Cuboia, Ivan Manhiça, Cláudia Mutaquiha, Luis Nitrogénio, Pereira Zindoga & Luís Azevedo. (2024) Spatial distribution and determinants of tuberculosis incidence in Mozambique: A nationwide Bayesian disease mapping study. Spatial and Spatio-temporal Epidemiology 48, pages 100632.
Crossref
Peter Congdon. (2024) Psychosis prevalence in London neighbourhoods; A case study in spatial confounding. Spatial and Spatio-temporal Epidemiology 48, pages 100631.
Crossref
Alain Kangela Matazi, Emmanuel Ehnon Gognet & Romain Glèlè Kakaï. (2023) Digital soil mapping: a predictive performance assessment of spatial linear regression, Bayesian and ML-based models. Modeling Earth Systems and Environment 10:1, pages 595-618.
Crossref
A. Patrick Behrer & Sam Heft-Neal. (2024) Higher air pollution in wealthy districts of most low- and middle-income countries. Nature Sustainability 7:2, pages 203-212.
Crossref
Philip A. White, Henry A. Frye, Jasper A. Slingsby, John A. SilanderJrJr & Alan E. Gelfand. (2023) Generative spatial generalized dissimilarity mixed modelling ( spGDMM ): An enhanced approach to modelling beta diversity . Methods in Ecology and Evolution 15:1, pages 214-226.
Crossref
Stefan Heimersheim, Leiv Rønneberg, Henry Linton, Filippo Pagani & Anastasia Fialkov. (2024) FlexKnot and Gaussian Process for 21 cm global signal analysis and foreground separation. Monthly Notices of the Royal Astronomical Society 527:4, pages 11404-11421.
Crossref
Douglas R M Azevedo, Marcos O Prates & Dipankar Bandyopadhyay. (2023) Alleviating spatial confounding in frailty models. Biostatistics 24:4, pages 945-961.
Crossref
Yawen Guan, Garritt L Page, Brian J Reich, Massimo Ventrucci & Shu Yang. (2023) Spectral adjustment for spatial confounding. Biometrika 110:3, pages 699-719.
Crossref
Arantxa Urdangarin, Tomás Goicoa & María Dolores Ugarte. (2022) Evaluating recent methods to overcome spatial confounding. Revista Matemática Complutense 36:2, pages 333-360.
Crossref
Aritz Adin, Tomás Goicoa, James S Hodges, Patrick M Schnell & María D Ugarte. (2021) Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India. Statistical Modelling 23:1, pages 9-30.
Crossref
Emiko Dupont, Simon N. Wood & Nicole H. Augustin. (2022) Spatial+: A novel approach to spatial confounding. Biometrics 78:4, pages 1279-1290.
Crossref
Emiko Dupont, Simon N. Wood & Nicole H. Augustin. (2022) Rejoinder to the discussions of “Spatial+: A novel approach to spatial confounding”. Biometrics 78:4, pages 1309-1312.
Crossref
Isa Marques, Thomas Kneib & Nadja Klein. (2022) Mitigating spatial confounding by explicitly correlating Gaussian random fields. Environmetrics 33:5.
Crossref
Leiwen Gao, Abhirup Datta & Sudipto Banerjee. (2022) Hierarchical multivariate directed acyclic graph autoregressive models for spatial diseases mapping. Statistics in Medicine 41:16, pages 3057-3075.
Crossref
Brian J. Reich, Shu Yang, Yawen Guan, Andrew B. Giffin, Matthew J. Miller & Ana Rappold. (2021) A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications. International Statistical Review 89:3, pages 605-634.
Crossref
Chris Taylor, Wade Blanchard & David B. Lindenmayer. (2021) What are the associations between thinning and fire severity?. Austral Ecology 46:8, pages 1425-1439.
Crossref
James H. Buszkiewicz, Jennifer F. Bobb, Flavia Kapos, Philip M. Hurvitz, David Arterburn, Anne Vernez Moudon, Andrea Cook, Stephen J. Mooney, Maricela Cruz, Shilpi Gupta, Paula Lozano, Dori E. Rosenberg, Mary Kay Theis, Jane Anau & Adam Drewnowski. (2021) Differential associations of the built environment on weight gain by sex and race/ethnicity but not age. International Journal of Obesity 45:12, pages 2648-2656.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.