Bayesian Methods in Statistics
Mel Slater
* Affiliatelinks/Werbelinks
Links auf reinlesen.de sind sogenannte Affiliate-Links. Wenn du auf so einen Affiliate-Link klickst und über diesen Link einkaufst, bekommt reinlesen.de von dem betreffenden Online-Shop oder Anbieter eine Provision. Für dich verändert sich der Preis nicht.
Sachbuch / Natur und Gesellschaft: Allgemeines, Nachschlagewerke
Beschreibung
This book walks you through learning probability and statistics from a Bayesian point of view.
From an introduction to probability theory through to frameworks for doing rigorous calculations of probability, it discusses Bayes’ Theorem before illustrating how to use it in a variety of different situations with data addressing social and psychological issues.
The book also:
- Equips you with coding skills in the statistical modelling language Stan and programming language R.
- Discusses how Bayesian approaches to statistics compare to classical approaches.
- Introduces Markov Chain Monte Carlo methods for doing Bayesian statistics through computer simulations, so you understand how Bayesian solutions are implemented.
Features include an introduction to each chapter and a chapter summary to help you check your learning. All the examples and data used in the book are also available in the online resources so you can practice at your own pace.
For readers with some understanding of basic mathematical functions and notation, this book will get you up and running so you can do Bayesian statistics with confidence.
Kundenbewertungen
doing bayesian statistics, bayes social science, bayesian statistics, bayesian statistical methods, bayesian analysis statistics, bayesian methods social science, bayesian statistical analysis