Objective Bayesian Inference - Brossura

Berger, James O; Bernardo, Jose-miguel; Sun, Dongchu

 
9789819833184: Objective Bayesian Inference
Brossura
ISBN 10: 9819833183 ISBN 13: 9789819833184
Casa editrice: WSPC, 2024

Sinossi

Bayesian analysis is today understood to be an extremely powerful method of statistical analysis, as well an approach to statistics that is particularly transparent and intuitive. It is thus being extensively and increasingly utilized in virtually every area of science and society that involves analysis of data. A widespread misconception is that Bayesian analysis is a more subjective theory of statistical inference than what is now called classical statistics. This is true neither historically nor in practice. Indeed, objective Bayesian analysis dominated the statistical landscape from roughly 1780 to 1930, long before 'classical' statistics or subjective Bayesian analysis were developed. It has been a subject of intense interest to a multitude of statisticians, mathematicians, philosophers, and scientists. The book, while primarily focusing on the latest and most prominent objective Bayesian methodology, does present much of this fascinating history. The book is written for four different audiences. First, it provides an introduction to objective Bayesian inference for non-statisticians; no previous exposure to Bayesian analysis is needed. Second, the book provides an overview of the development and current state of objective Bayesian analysis and its relationship to other statistical approaches, for those with interest in the philosophy of learning from data. Third, the book presents a careful development of the particular objective Bayesian approach that we recommend, the reference prior approach. Finally, the book presents as much practical objective Bayesian methodology as possible for statisticians and scientists primarily interested in practical applications.

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Editore
WSPC
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
9819833183
ISBN 13 
9789819833184
Rilegatura
Copertina flessibile
Numero di pagine
380
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9789811284908: Objective Bayesian Inference

Edizione in evidenza

ISBN 10:  9811284903 ISBN 13:  9789811284908
Casa editrice: World Scientific Pub Co Inc, 2024
Rilegato