Download E-books Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) PDF

By Peter X. -K. Song

This publication covers fresh advancements in correlated info research. It makes use of the category of dispersion versions as marginal parts within the formula of joint versions for correlated facts. this permits the e-book to hide a broader variety of knowledge varieties than the conventional generalized linear types. The reader is supplied with a scientific therapy for the subject of estimating capabilities, and either generalized estimating equations (GEE) and quadratic inference capabilities (QIF) are studied as precise circumstances. as well as the discussions on marginal types and mixed-effects versions, this e-book covers new themes on joint regression research in line with Gaussian copulas.

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Read or Download Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) PDF

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