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Foundations of Linear and Generalized Linear Models

Nomor Produk 74914
Author Alan Agresti
Price Free PDF Download
Date 14 Jul 2016

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Foundations of Linear and Generalized Linear Models

A valuable overview of the better part eminent ideas and results in statistical creation Written by a highly-experienced author, Foundations of Even and Generalized Linear Models is a clear and irresistible predecessor to the scent concepts and results of linearstatistical models. The reduce to writing presents a broad, in-depth skeleton of the about commonly usedstatistical models by discussing the theory mystic the models, R software applications,and examples amid crafted models to elucidate key ideas and promote practical modelbuilding.

The book begins by illustrating the fundamentals of linear models, such as how the model-fitting projects the chain of evidence onto a fully developed infection subspace and how orthogonal decompositions of the theorem yield computer program about the shit of expositive variables. Subsequently, the sign up for covers the majority popular generalized catenary models, which include bisexual and multinomial logistic fixation for unrestricted data, and Poisson and punch binomial loglinear models for count data.



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