
Statistical Rethinking
Kurzinformation



inkl. MwSt. Versandinformationen
Artikel zZt. nicht lieferbar
Artikel zZt. nicht lieferbar

Beschreibung
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers' knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author's website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas. von Mcelreath, Richard
Produktdetails

So garantieren wir Dir zu jeder Zeit Premiumqualität.
Über den Autor
- Taschenbuch
- 448 Seiten
- Erschienen 2013
- Wiley
- Kartoniert
- 357 Seiten
- Erschienen 2014
- Routledge
- Kartoniert
- 558 Seiten
- Erschienen 2014
- Pearson Studium
- Hardcover
- 480 Seiten
- Erschienen 1980
- Wiley-Interscience
- Hardcover
- 328 Seiten
- Erschienen 2014
- John Wiley & Sons Inc
- Gebunden
- 628 Seiten
- Erschienen 2014
- Springer
- Hardcover
- 404 Seiten
- Erschienen 2016
- Springer
- hardcover
- 344 Seiten
- Erschienen 2012
- Wiley
- paperback
- 936 Seiten
- Erschienen 2007
- Cengage Learning
- Hardcover
- 240 Seiten
- Erschienen 2010
- John Wiley & Sons Inc
- Hardcover
- 184 Seiten
- Erschienen 2008
- Cambridge University Press
- hardcover
- 422 Seiten
- Erschienen 2018
- Cambridge University Pr.
- Gebunden
- 448 Seiten
- Erschienen 2019
- Pelican
- Gebunden
- 456 Seiten
- Erschienen 2017
- Springer
- hardcover
- 192 Seiten
- Erschienen 2021
- Wiley
- hardcover
- 384 Seiten
- Erschienen 2021
- Wiley