Spatial Confounding in Generalized Estimating Equations
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Hui, Francis; Bondell, Howard D.
Description
Spatial confounding, where the inclusion of a spatial random effect introduces multicollinearity with spatially structured covariates, is a contentious and active area of research in spatial statistics. However, the majority of research into this topic has focused on the case of spatial mixed models. In this article, we demonstrate that spatial confounding can also arise in the setting of generalized estimating equations (GEEs). The phenomenon occurs when a spatially structured working...[Show more]
Collections | ANU Research Publications |
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Date published: | 2022 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/311420 |
Source: | The American Statistician |
DOI: | 10.1080/00031305.2021.2009372 |
Access Rights: | Open Access |
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maintext_TAS (002).pdf | 534.81 kB | Adobe PDF |
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