Mondadori Store

Trova Mondadori Store

Benvenuto
Accedi o registrati

lista preferiti

Per utilizzare la funzione prodotti desiderati devi accedere o registrarti

Vai al carrello
 prodotti nel carrello

Totale  articoli

0,00 € IVA Inclusa

Bayesian Data Analysis
Bayesian Data Analysis

Bayesian Data Analysis

Andrew Gelman - John B. Carlin - Hal S. Stern - David B. Dunson - Aki Vehtari - Donald B. Rubin
pubblicato da Taylor & Francis Ltd

Prezzo online:
54,96
57,85
-5 %
57,85
Disponibile. la disponibilità è espressa in giorni lavorativi e fa riferimento ad un singolo pezzo
110 punti carta PAYBACK
Prodotto acquistabile con Carta del Docente e 18App

Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors-all leaders in the statistics community-introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book's web page.

La nostra recensione

The second edition was reviewed in JASA by Maiti (2004) ... we now stand 10 years later with an even more impressive textbook that truly stands for what Bayesian data analysis should be. ... this being a third edition begets the question of what is new when compared with the second edition? Quite a lot ... this is truly the reference book for a graduate course on Bayesian statistics and not only Bayesian data analysis. -Christian P. Robert, Journal of the American Statistical Association, September 2014, Vol. 109 Praise for the Second Edition ... it is simply the best all-around modern book focused on data analysis currently available. ... There is enough important additional material here that those with the first edition should seriously consider updating to the new version. ... when students or colleagues ask me which book they need to start with in order to take them as far as possible down the road toward analyzing their own data, Gelman et al. has been my answer since 1995. The second edition makes this an even more robust choice. -Lawrence Joseph, Montreal General Hospital and McGill University, Statistics in Medicine, Vol. 23, 2004 I am thoroughly excited to have this book in hand to supplement course material and to offer research collaborators and clients at our consulting lab more sophisticated methods to solve their research problems. -John Grego, University of South Carolina, USA ... easily the most comprehensive, scholarly, and thoughtful book on the subject, and I think will do much to promote the use of Bayesian methods -David Blackwell, University of California, Berkeley, USA

Dettagli

Generi Professional & Technical » Mathematics

Editore Taylor & Francis Ltd

Formato Hardback

Pubblicato 05/11/2013

Pagine 675

Lingua Inglese

Isbn o codice id 9781439840955

0 recensioni dei lettori  media voto 0  su  5

Scrivi una recensione per "Bayesian Data Analysis"

Bayesian Data Analysis
 

Accedi o Registrati  per aggiungere una recensione

usa questo box per dare una valutazione all'articolo: leggi le linee guida
torna su Torna in cima