Bayesian statistics for beginners: a step-by-step approach

Medientyp: Buch

Titel: Bayesian statistics for beginners : a step-by-step approach

Beteiligte: Donovan, Therese M. [VerfasserIn]; Mickey, Ruth M. [VerfasserIn]

Erschienen: Oxford, United Kingdom; New York, NY: Oxford University Press, 2019

Ausgabe: First edition

Umfang: x, 419 Seiten; Illustrationen, Diagramme

Sprache: Englisch

DOI: 10.1093/oso/9780198841296.001.0001

ISBN: 9780198841302; 9780198841296

Identifikator:

RVK-Notation: SK 830 : Statistische Entscheidungstheorie

Schlagwörter: Bayes-Entscheidungstheorie

Entstehung:

Anmerkungen:

Beschreibung: Basics of probability -- Bayes' theorem and Bayesian inference -- Probability functions -- Bayesian conjugates -- Markov chain monte carlo -- Applications -- Appendix 1. The beta-binomial conjugate solution -- Appendix 2. The gamma-poisson conjugate solution -- Appendix 3. The normal-normal conjugate solution -- Appendix 4. Conjugate solutions for simple linear regression -- The standardization of regression data -- Bibliography -- Hyperlinks accessed August 2017 -- Name index -- Subject index.

This is an entry-level book on Bayesian statistics written in a casual, and conversational tone. The authors walk a reader through many sample problems step-by-step to provide those with little background in math or statistics with the vocabulary, notation, and understanding of the calculations used in many Bayesian problems

Bayesian statistics for beginners : a step-by-step approach - [First edition]

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