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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Wirtschaft Allg. & Lexika Causal Analytics for Applied Risk Analysis
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Causal Analytics for Applied Risk Analysis
Louis Anthony Cox Jr. (Gebundene Ausgabe, Englisch)
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Beschreibung
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.The book begins with a survey of modern analytics methods, focusing mainly on techniques useful for decision, risk, and policy analysis. Chapter 2 introduces free in-browser software, including the Causal Analytics Toolkit (CAT) software, to enable readers to perform the analyses described and to apply modern analytics methods easily to their own data sets. Chapters 3 through 11 show how to apply causal analytics and risk analytics to practical risk analysis challenges, mainly related to public and occupational health risks from pathogens in food or from pollutants in air. Chapters 12 through 15 turn to broader questions of how to improve risk management decision-making by individuals, groups, organizations, institutions, and multi-generation societies with different cultures and norms for cooperation. These chapters examine organizational learning, community resilience, societal risk management, and intergenerational collaboration and justice in managing risks. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
05.07.2018
Sprache
Englisch
EAN
9783319782409
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
International Series in Operations Research & Management Science
Sonderedition
Nein
Autor
Louis Anthony Cox Jr.
Seitenanzahl
588
Auflage
1st edition 2019
Einbandart
Gebundene Ausgabe
Schlagwörter
Decision Making, Risk Analysis, Risk Management, Risk Models, Causal Analytics, Risk Analytics, Descriptive Analytics, Evaluation Analytics, Causal Models
Thema-Inhalt
KJT - Unternehmensforschung
KJMD - Management: Entscheidungstheorie
UN - Datenbanken
KJM - Management und Managementtechniken
GPQD - Risikobewertung
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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