Generalized Estimating Equations: 204 (Lecture Notes in by Andreas Ziegler

By Andreas Ziegler

Generalized estimating equations became more and more renowned in biometrical, econometrical, and psychometrical functions simply because they conquer the classical assumptions of facts, i.e. independence and normality, that are too restrictive for lots of problems.

Therefore, the most objective of this publication is to offer a scientific presentation of the unique generalized estimating equations (GEE) and a few of its additional advancements. therefore, the emphasis is wear the unification of varied GEE ways. this is often performed via varied estimation suggestions, the pseudo greatest chance (PML) procedure and the generalized approach to moments (GMM).

The writer info the statistical beginning of the GEE technique utilizing extra normal estimation innovations. The ebook may well accordingly be used as foundation for a direction to graduate scholars in records, biostatistics, or econometrics, and should be invaluable to practitioners within the similar fields.

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