Reducing a spatial database to its effective dimensionality for logistic - regression analysis of incidence of livestock disease

Large databases with multiple variables, selected because they are available and might provide an insight into establishing causal relationships, are often difficult to analyse and interpret because of multicollinearity. The objective of this study was to reduce the dimensionality of a multivariable...

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Bibliographic Details
Main Authors: Duchateau, L., Kruska, Russell L., Perry, Brian D.
Format: Journal Article
Language:Inglés
Published: Elsevier 1997
Subjects:
Online Access:https://hdl.handle.net/10568/29499

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