2000 | OriginalPaper | Buchkapitel
GBMs: GLMs with bilinear terms
verfasst von : Antoine de Falguerolles
Erschienen in: COMPSTAT
Verlag: Physica-Verlag HD
Enthalten in: Professional Book Archive
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Generalized bilinear models can hide under a variety of denominations. These correspond broadly to two types of statistical activities which are often combined: exploratory analysis and explicit modeling. It turns out that the wide diversity of correlative methods can be considered as minor variations of a single model which is introduced in the standard framework set for generalized linear models. The paper presents this unifying approach and illustrates some its strengths.