Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data by Jean-Francois Dupuy on Iphone New FormatUntitled document
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 Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data by Jean-Francois Dupuy

Ebooks downloadable free Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data 9781786307026 PDF FB2 in English


Download Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data PDF

Download Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data




Ebooks downloadable free Generalized Linear Models: Problems with Censored, Missing, and Zero-inflated Data 9781786307026 PDF FB2 in English

Overview

Since they were first formulated in 1972, generalized linear models have enjoyed a veritable boom, with numerous applications in insurance, economics and biostatistics. Today, they are still the subject of a great deal of research. This book provides an overview of the theory of generalized linear models. Particular attention is paid to the problems of censoring, missing data and excess zeros. Didactic and accessible, Generalized Linear Models is illustrated with exercises and numerous R codes. With all the necessary prerequisites introduced in a step-by-step fashion, this book is aimed at students (at master's or engineering school level), as well as teachers and practitioners of mathematics and statistical modeling.