eBook - PDF

Generalized Linear Models

Name: Generalized Linear Models
ISBN: 9781394388400

Problems with Censored, Missing, and Zero-inflated Data

Jean-Francois Dupuy,

243 pages
English
PDF
Available on iOS & Android

eBook - PDF

Generalized Linear Models

Problems with Censored, Missing, and Zero-inflated Data

Jean-Francois Dupuy,

About this book

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.

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Yes, you can access Generalized Linear Models by Jean-Francois Dupuy in PDF and/or ePUB format, as well as other popular books in Computer Science & Data Mining. We have over one million books available in our catalogue for you to explore.