Cargando…
Dirichlet and Related Distributions : Theory, Methods and Applications.
The Dirichlet distribution appears in many areas of application, which include modelling of compositional data, Bayesian analysis, statistical genetics, and nonparametric inference. This book provides a comprehensive review of the Dirichlet distribution and two extended versions, the Grouped Dirichl...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chicester :
Wiley,
2011.
|
| Colección: | Wiley series in probability and statistics.
|
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | The Dirichlet distribution appears in many areas of application, which include modelling of compositional data, Bayesian analysis, statistical genetics, and nonparametric inference. This book provides a comprehensive review of the Dirichlet distribution and two extended versions, the Grouped Dirichlet Distribution (GDD) and the Nested Dirichlet Distribution (NDD), arising from likelihood and Bayesian analysis of incomplete categorical data and survey data with non-response. The theoretical properties and applications are also reviewed in detail for other related distributions, such as the in. |
|---|---|
| Notas: | 2.10.4 Analyzing the mammogram data of breast cancer. |
| Descripción Física: | 1 online resource (338 pages). |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781119995869 1119995868 1283405601 9781283405607 9780470688199 047068819X 9786613405609 6613405604 1119998417 9781119998419 1119995787 9781119995784 |