Generalized Linear Models : Problems with Censored, Missing, and Zero-inflated Data
Book Details
Format
Hardback or Cased Book
Book Series
ISTE Invoiced
ISBN-10
1786307022
ISBN-13
9781786307026
Publisher
ISTE Ltd and John Wiley & Sons Inc
Imprint
ISTE Ltd and John Wiley & Sons Inc
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 26th, 2025
Print length
240 Pages
Product Classification:
Mathematics
Ksh 23,750.00
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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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