Introduction to Bayesian Statistics - Brossura

Koch, Karl-Rudolf R.

Brossura

ISBN 10: 3642091830 ISBN 13: 9783642091834

Casa editrice: Springer, 2010

Riassunto

This book presents Bayes theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.

Su questo libro

Recensione

From the reviews of the second edition:

"This is a well-written introduction to Bayesian Analysis that contains many applications to Geodesy and Engineering at the cutting edge of these topics. ... There is a good treatment of Bayesian Analysis of Linear Models ... . The references are very interesting ... by a group of scientists of whose work many of us in the Statistical profession may not be aware. The strength of the book lies in its coverage, careful mathematics and many contemporary applications." (Jayanta K. Ghosh, International Statistical Review, Vol. 76 (1), 2008)

Contenuti

Probability.- Parameter Estimation, Confidence Regions and Hypothesis Testing.- Linear Model.- Special Models and Applications.- Numerical Methods.

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 3642091830
• ISBN 13: 9783642091834
• Rilegatura: Copertina flessibile
• Numero edizione: 2
• Numero di pagine: 264
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania