| Titre : | Bayesian thinking : modeling and computation |
| Auteurs : | Dey, Dipak Kumar, Éditeur scientifique ; Rao, Calyampudi Radhakrishna, Éditeur scientifique |
| Type de document : | texte imprimé |
| Editeur : | Amsterdam : Elsevier, 2005 |
| Collection : | Handbook of statistics, ISSN 0169-7161, num. 25 |
| ISBN/ISSN/EAN : | 978-0-444-51539-1 |
| Format : | XX, 1041 p. / ill. / 25 cm |
| Note générale : | Notes bibliogr. - Index |
| Langues : | Anglais |
| Index. décimale : | 519.2 (035) (Probabilités. Statistique mathématique (Handbook)) |
| Tags : | Bayesian statistical decision theory Nonparametric statistics Statistique bayésienne Statistique non paramétrique -- Méthodologie Prise de décision |
| Résumé : | This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians. |
| Note de contenu : |
Summary :
1- Bayesian inference for causal effects 2- Reference analysis 3- Probability matching priors 4- Model selection and hypothesis testing based on objective probabilities and Bayes factors 5- Role of P-values and other measures of evidence in Bayesian analysis 6- Bayesian model checking and model diagnostics 7- The elimination of nuisance parameters 8- Bayesian estimation of multivariate location parameters |
Exemplaires (1)
| Cote | Support | Localisation | Section | Disponibilité | Etat_Exemplaire |
|---|---|---|---|---|---|
| 519.2 (035) BAY | Papier | Bibliothèque Centrale | Mathématiques | Disponible | Consultation sur place |
