Causal Analytics for Applied Risk Analysis

Language: English

Published by Springer, Palgrave Macmillan Jul 2018, 2018

3319782401 / 9783319782409

Series: Book 260 of 323 - International Series in Operations Research & Management Science

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This item is printed on demand - Print on Demand Titel. Neuware -Causal analytics methods can revolutionize the use of data to make effective decisions by revealing how different choices affect probabilities of various outcomes. This book presents and illustrates models, algorithms, principles, and software for deriving causal models from data and for using them to optimize decisions with uncertain outcomes. It discusses how to describe and summarize situations; detect changes; evaluate effects of policies or interventions; learn what works best under different conditions; predict values of as-yet unobserved quantities from available data; and identify the most likely explanations for observed outcomes, including surprises and anomalies. The book resents practical techniques for causal modeling and analytics that practitioners can apply to improve understanding of how choices affect probabilities of consequences and, based on this understanding, to recommend choices that are more likely to accomplish their intended objectives.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 612 pp. Englisch.…

Seller Inventory # 9783319782409

Title
Causal Analytics for Applied Risk Analysis
Author
Louis Anthony Cox Jr.
Publisher
Springer, Palgrave Macmillan Jul 2018
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319782401
ISBN 13
9783319782409
Item weight
1,074 grams
Dimensions
241x160x39 mm
Series
Book 260 of 323: International Series in Operations Research & Management Science

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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