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Introduction to Statistical Decision Theory
- Utility Theory and Causal Analysis
Engelsk
Bogcover for Introduction to Statistical Decision Theory af Silvia Bacci, Bruno Chiandotto, 9781032091754
Specifikationer
Sprog:
Engelsk
Sider:
304
ISBN-13:
9781032091754
Indbinding:
Paperback
ISBN-10:
1032091754
Udg. Dato:
30 jun 2021
Størrelse i cm:
15,6 x 23,3 x 2,4
Oplagsdato:
30 jun 2021

Introduction to Statistical Decision Theory

- Utility Theory and Causal Analysis
Engelsk
Paperback 2021
Format:

Bog beskrivelse

Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis provides the theoretical background to approach decision theory from a statistical perspective. It covers both traditional approaches, in terms of value theory and expected utility theory, and recent developments, in terms of causal inference. The book is specifically designed to appeal to students and researchers that intend to acquire a knowledge of statistical science based on decision theory.

Features

  • Covers approaches for making decisions under certainty, risk, and uncertainty
  • Illustrates expected utility theory and its extensions
  • Describes approaches to elicit the utility function
  • Reviews classical and Bayesian approaches to statistical inference based on decision theory
  • Discusses the role of causal analysis in statistical decision theory
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Specifikationer
Sprog:
Engelsk
Sider:
304
ISBN-13:
9781032091754
Indbinding:
Paperback
ISBN-10:
1032091754
Udg. Dato:
30 jun 2021
Størrelse i cm:
15,6 x 23,3 x 2,4
Oplagsdato:
30 jun 2021
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