Causal Analytics for Applied Risk Analysis

• Main Authors: Cox Jr., Louis Anthony (Author, http://id.loc.gov/vocabulary/relators/aut), Popken, Douglas A. (http://id.loc.gov/vocabulary/relators/aut), Sun, Richard X. (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: International Series in Operations Research & Management Science, 270
• Subjects: Operations research.; Decision making.; Big data.; Risk management.; Operations Research/Decision Theory.; Big Data/Analytics.; Risk Management.

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...