Applied Bayesian Statistics (WEB PDF) von Scott M. Lynch
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ISBN-13:
9781544334646
Veröffentl:
2021
Einband:
WEB PDF
Seiten:
216
Autor:
Scott M. Lynch
Serie:
Quantitative Applications in the Social Sciences
eBook Format:
PDF
eBook-Typ:
Reflowable WEB PDF
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Kurzbeschreibung
Applied Bayesian Statistics provides a broad, but in-depth introduction to Bayesian statistics, both in terms of its basic theoretical underpinnings and its contemporary methods of application. The book is highly applied—more of a "how to" guide—with statistical theory limited to what is needed to understand the basic ideas. The focus is on common models used by social scientists, and extensions to them that the Bayesian approach facilitates. The author uses publicly-accessible and user-friendly datasets for the examples, such as the General Social Survey data.
Inhaltsverzeichnis
1. Introduction
2. Probability Distributions and Review of Classical Analysis
3. The Bayesian Approach to Probability and Statistics
4. Markov Chain Monte Carlo (MCMC) Sampling Methods
5. Implementing the Bayesian Approach in Realistic Applications
6. Conclusion
2. Probability Distributions and Review of Classical Analysis
3. The Bayesian Approach to Probability and Statistics
4. Markov Chain Monte Carlo (MCMC) Sampling Methods
5. Implementing the Bayesian Approach in Realistic Applications
6. Conclusion
Schlagwörter zu:
Applied Bayesian Statistics von Scott M. Lynch - mit der ISBN: 9781544334646
Bayesian inference; Bayesian statistics; Bayes′ theorem; Markov chain Monte Carlo; QASS series; little green books, Online-Buchhandlung
Kunden Rezensionen: Applied Bayesian Statistics | Buch oder eBook | Scott M. Lynch
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