Bayesian methods for statistical analysis / / by Borek Puza
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| Autore: |
Puza Borek
|
| Titolo: |
Bayesian methods for statistical analysis / / by Borek Puza
|
| Pubblicazione: | Australia : , : Australian National University, , 2015 |
| ©2015 | |
| Descrizione fisica: | 1 online resource (xvii, 679 pages) : illustrations, charts; digital, PDF file(s) |
| Disciplina: | 519.542 |
| Soggetto topico: | Bayesian statistical decision theory |
| Nota di bibliografia: | Includes bibliographical references. |
| Sommario/riassunto: | Bayesian methods for statistical analysis is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code. It is suitable for self-study or a semester-long course, with three hours of lectures and one tutorial per week for 13 weeks. |
| Titolo autorizzato: | Bayesian methods for statistical analysis |
| ISBN: | 1-921934-26-3 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910136783203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |