ISBN: 9781461486862
This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an al… Mehr…
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Bayesian Essentials with R / Christian P. Robert (u. a.) / Buch / Springer Texts in Statistics / HC runder Rücken kaschiert / xiv / Englisch / 2013 / Springer US / EAN 9781461486862 - gebunden oder broschiert
2013, ISBN: 9781461486862
[ED: Gebunden], [PU: Springer US], This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and b… Mehr…
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ISBN: 9781461486862
This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an al… Mehr…
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2013, ISBN: 1461486866
2nd ed. 2014 Gebundene Ausgabe Bayes-Verfahren, Statistik / Induktive Statistik, Wahrscheinlichkeit - Wahrscheinlichkeitstheorie, Mathematische und statistische Software, Bayesian Bayes… Mehr…
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ISBN: 9781461486862
Bayesian Essentials with R Media >
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ISBN: 9781461486862
This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an al… Mehr…
Robert, Christian P.:
Bayesian Essentials with R / Christian P. Robert (u. a.) / Buch / Springer Texts in Statistics / HC runder Rücken kaschiert / xiv / Englisch / 2013 / Springer US / EAN 9781461486862 - gebunden oder broschiert2013, ISBN: 9781461486862
[ED: Gebunden], [PU: Springer US], This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and b… Mehr…
ISBN: 9781461486862
This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an al… Mehr…
2013, ISBN: 1461486866
2nd ed. 2014 Gebundene Ausgabe Bayes-Verfahren, Statistik / Induktive Statistik, Wahrscheinlichkeit - Wahrscheinlichkeitstheorie, Mathematische und statistische Software, Bayesian Bayes… Mehr…
ISBN: 9781461486862
Bayesian Essentials with R Media >
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This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical and philosophical justifications.
Readers are empowered to participate in the real-life data analysis situations depicted here from the beginning. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models. Similarly, computational details are worked out to lead the reader towards an effective programming of the methods given in the book. In particular, all R codes are discussed with enough detail to make them readily understandable and expandable.
Bayesian Essentials with R can be used as a textbook at both undergraduate and graduate levels. It is particularly useful with students in professional degree programs and scientists to analyze data the Bayesian way. The text will also enhance introductory courses on Bayesian statistics. Prerequisites for the book are an undergraduate background in probability and statistics, if not in Bayesian statistics.
Detailangaben zum Buch - Bayesian Essentials with R Jean-Michel Marin Author
EAN (ISBN-13): 9781461486862
ISBN (ISBN-10): 1461486866
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2015
Herausgeber: Springer New York Core >2
Buch in der Datenbank seit 2007-10-14T01:28:00+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-19T22:23:50+01:00 (Berlin)
ISBN/EAN: 9781461486862
ISBN - alternative Schreibweisen:
1-4614-8686-6, 978-1-4614-8686-2
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: michel robert, robert christian, robert jean, robert christ, ohtsu, marin, robert paris
Titel des Buches: statistics with, handbook optics, new bayesian, bayes, jean michel, essentials
Daten vom Verlag:
Autor/in: Jean-Michel Marin; Christian P. Robert
Titel: Springer Texts in Statistics; Bayesian Essentials with R
Verlag: Springer; Springer US
296 Seiten
Erscheinungsjahr: 2013-10-29
New York; NY; US
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
128,39 € (DE)
131,99 € (AT)
142,00 CHF (CH)
POD
XIV, 296 p. 75 illus., 38 illus. in color.
BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Bayesian R; Bayesian data analysis; Bayesian methodology; Bayesian modeling; Bayesian textbook; Computational Statistics; R; Statistics and Computing; Statistical Theory and Methods; Mathematische und statistische Software; BB; EA; BC
User's Manual.- Normal Models.- Regression and Variable Selection.- Generalized Linear Models.- Capture-Recapture Experiments.- Mixture Models.- Time Series.- Image Analysis.- References.- Index.New Complete Solutions Manual for readers available on Springer book page No prior knowledge of R required to learn the essentials for using it with Bayesian statistics Each chapter includes exercises that are both methodology and data-based Important textbook for students, practitioners, and applied statisticians Includes supplementary material: sn.pub/extras
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