The Conway-Maxwell-Poisson Distribution

ISBN-13: 9781108481106 / Angielski / Twarda / 2023 / 250 str.

Washington DC) Sellers Kimberly F. (Georgetown University

Opis

The first coherent introduction to the Conway-Maxwell-Poisson distribution and its contributions in statistical theory and computing in R.

Recenzje

'This book is a terrific one-stop-shop for 'everything COM-Poisson', not only integrating theoretical knowledge around the Conway-Maxwell Poisson distribution and its uses, but also providing practical notes and tips for applying the various relevant R libraries. Researchers and practitioners modeling count data or developing tools for modeling count data should find this book highly useful.' Galit Shmueli, National Tsing Hua University

Spis treści

Preface; 1. Introduction: count data containing dispersion; 2. The Conway-Maxwell-Poisson (COM-Poisson) distribution; 3. Distributional extensions and generalities; 4. Multivariate forms of the COM-Poisson distribution; 5. COM-Poisson regression; 6. COM-Poisson control charts; 7. COM-Poisson models for serially dependent count data; 8. COM-Poisson cure rate models; Bibliography; Index.