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Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour

Many ecological- and individual-level analyses of voting behaviour use multiple regressions with a considerable number of independent variables but few discussions of their results pay any attention to the potential impact of inter-relationships among those independent variables—do they confound the...

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Detalles Bibliográficos
Autores principales: Johnston, Ron, Jones, Kelvyn, Manley, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993839/
https://www.ncbi.nlm.nih.gov/pubmed/29937587
http://dx.doi.org/10.1007/s11135-017-0584-6