TY  - BOOK
AU  - Bacci,Silvia
AU  - Chiandotto,Bruno
TI  - Introduction to statistical decision theory: utility theory and causal analysis 
SN  - 9781315112220
AV  - QA279.4 .B33 2020
U1  - 519.5 23
PY  - 2020///
CY  - Boca Raton, FL
PB  - CRC Press
KW  - Statistical decision
KW  - Mathematical statistics
KW  - Statistics
KW  - MATHEMATICS / Probability & Statistics / General
KW  - bisacsh
N2  - 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
UR  - https://www.taylorfrancis.com/books/9781315112220
UR  - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
ER  -