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When Do I Take Which Distribution?
A Statistical Basis for Entrepreneurial Applications
Taschenbuch von Dietmar Ernst (u. a.)
Sprache: Englisch

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Beschreibung
This book provides the statistical basis for quantitative risk management by presenting and explaining the most important distributions. Distributions describe the occurrence and impact of a risk. They are a prerequisite for risk aggregation, risk analysis and risk assessment as required by the German revision standards IDW PS 340, StaRUG and FISG.

This book portrays the distributions that are fundamental for enterprise risk management and shows when and how they are used. These include the Bernoulli distribution, the binomial distribution, the Poisson distribution, the uniform distribution, the triangular distribution, the PERT distribution, the modified PERT distribution, the trapezoidal distribution, the custom distribution, the normal distribution, the lognormal distribution, the Weibull distribution, the expert distribution, the poly distribution and the compound distribution. Furthermore, the book explains how the parameterisation of the distributions can be done via expert estimates or algorithmic calibration.
This book provides the statistical basis for quantitative risk management by presenting and explaining the most important distributions. Distributions describe the occurrence and impact of a risk. They are a prerequisite for risk aggregation, risk analysis and risk assessment as required by the German revision standards IDW PS 340, StaRUG and FISG.

This book portrays the distributions that are fundamental for enterprise risk management and shows when and how they are used. These include the Bernoulli distribution, the binomial distribution, the Poisson distribution, the uniform distribution, the triangular distribution, the PERT distribution, the modified PERT distribution, the trapezoidal distribution, the custom distribution, the normal distribution, the lognormal distribution, the Weibull distribution, the expert distribution, the poly distribution and the compound distribution. Furthermore, the book explains how the parameterisation of the distributions can be done via expert estimates or algorithmic calibration.
Über den Autor

Dietmar Ernst is Professor of International Finance at the International School of Finance (ISF) at the Nürtingen-Geislingen University of Applied Science (Germany) and Director of the European Institute of Quantitative Finance (EIQF). His fields of work are corporate finance, risk management, quantitative finance, financial modelling and financial engineering.

Uwe Wehrspohn is a consultant in the field of risk management and computing and Managing Director of Wehrspohn GmbH & Co. KG (Germany) and Research Fellow at the Risk Management Research Centre at the University of Würzburg (Germany).

Zusammenfassung

Describes statistical distributions and their application in risk management

Illustrates the role of distributions as basis for risk assessment in companies

Discusses German revision standards such as IDW PS 340, StaRUG and FISG

Details
Erscheinungsjahr: 2022
Fachbereich: Betriebswirtschaft
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
Seiten: 52
Reihe: SpringerBriefs in Business
Inhalt: vii
43 S.
2 s/w Illustr.
57 farbige Illustr.
43 p. 59 illus.
57 illus. in color.
ISBN-13: 9783031073298
ISBN-10: 3031073290
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Ernst, Dietmar
Wehrspohn, Uwe
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
SpringerBriefs in Business
Maße: 235 x 155 x 4 mm
Von/Mit: Dietmar Ernst (u. a.)
Erscheinungsdatum: 20.07.2022
Gewicht: 0,096 kg
preigu-id: 121495316
Über den Autor

Dietmar Ernst is Professor of International Finance at the International School of Finance (ISF) at the Nürtingen-Geislingen University of Applied Science (Germany) and Director of the European Institute of Quantitative Finance (EIQF). His fields of work are corporate finance, risk management, quantitative finance, financial modelling and financial engineering.

Uwe Wehrspohn is a consultant in the field of risk management and computing and Managing Director of Wehrspohn GmbH & Co. KG (Germany) and Research Fellow at the Risk Management Research Centre at the University of Würzburg (Germany).

Zusammenfassung

Describes statistical distributions and their application in risk management

Illustrates the role of distributions as basis for risk assessment in companies

Discusses German revision standards such as IDW PS 340, StaRUG and FISG

Details
Erscheinungsjahr: 2022
Fachbereich: Betriebswirtschaft
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
Seiten: 52
Reihe: SpringerBriefs in Business
Inhalt: vii
43 S.
2 s/w Illustr.
57 farbige Illustr.
43 p. 59 illus.
57 illus. in color.
ISBN-13: 9783031073298
ISBN-10: 3031073290
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Ernst, Dietmar
Wehrspohn, Uwe
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
SpringerBriefs in Business
Maße: 235 x 155 x 4 mm
Von/Mit: Dietmar Ernst (u. a.)
Erscheinungsdatum: 20.07.2022
Gewicht: 0,096 kg
preigu-id: 121495316
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