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  2. Sandsynlighedsregning og statistik
  3. Bayesiansk statistik

Bayesian Methods in Statistics

- From Concepts to Practice
Af: Mel Slater Engelsk Paperback

Bayesian Methods in Statistics

- From Concepts to Practice
Af: Mel Slater Engelsk Paperback
Tjek vores konkurrenters priser

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.

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Tjek vores konkurrenters priser
Normalpris
kr 469
Fragt: 39 kr
6 - 8 hverdage
20 kr
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God 4 anmeldelser på
Tjek vores konkurrenters priser

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.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 272
ISBN-13: 9781529768602
Indbinding: Paperback
Udgave:
ISBN-10: 1529768608
Kategori: Bayesiansk statistik
Udg. Dato: 2 dec 2021
Længde: 20mm
Bredde: 231mm
Højde: 186mm
Forlag: Sage Publications Ltd
Oplagsdato: 2 dec 2021
Forfatter(e): Mel Slater
Forfatter(e) Mel Slater

Kategori Bayesiansk statistik

ISBN-13 9781529768602

Sprog Engelsk

Indbinding Paperback

Sider 272

Udgave

Længde 20mm

Bredde 231mm

Højde 186mm

Udg. Dato 2 dec 2021

Oplagsdato 2 dec 2021

Forlag Sage Publications Ltd

Kategori sammenhænge