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商品詳細
Generalized Linear Models : Problems with Censored, Missing, and Zero-inflated Data.
・ISBN 978-1-78630-702-6 hard US$ 170.00
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-394-38845-5
| 著者・編者 | Dupuy, Jean-François, |
|---|---|
| シリーズ | Mathematics and Statistics |
| 出版社 | (Wiley-ISTE, UK) |
| 出版年月 | 2025.06 |
| ページ数 | 240 pp. |
| 言語 | ENG |
| ニュース番号 | ＜751-228＞ |
解説
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.