David Lunn: The BUGS Book | Taschenbuch

Cover: 9781584888499 | The BUGS Book | A Practical Introduction to Bayesian Analysis | Buch

Rückseite: 9781584888499 | The BUGS Book | A Practical Introduction to Bayesian Analysis | Buch

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

53,75 €

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 4-7 Werktage

Kategorien:

Beschreibung

In recent years, Bayesian methods have become the most widely used statistical methods for data analysis and modelling. The BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical introduction to this program and its use. The text presents complete coverage of all the functionalities of BUGS, including prediction, missing data, model criticism, and prior sensitivity. It also features a large number of worked examples, covering a wide range of applications from various disciplines, and exercises, solutions, code and data on a supplementary website.

Über den Autor

David Lunn, Chris Jackson, Nicky Best, Andrew Thomas, David Spiegelhalter

Inhaltsverzeichnis

Introduction: Probability and Parameters. Monte Carlo Simulations using BUGS. Introduction to Bayesian Inference. Introduction to Markov Chain Monte Carlo Methods. Prior Distributions. Regression Models. Categorical Data. Model Checking and Comparison. Issues in Modeling. Hierarchical Models. Specialized Models. Different Implementations of BUGS. Appendices. Bibliography. Index.

Details

Erscheinungsjahr:	2012
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781584888499
ISBN-10:	1584888490
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Lunn, David Jackson, Chris Best, Nicky
Hersteller:	Chapman and Hall/CRC
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	234 x 156 x 22 mm
Von/Mit:	David Lunn (u. a.)
Erscheinungsdatum:	02.10.2012
Gewicht:	0,608 kg