Sensitivity Analysis

An Introduction for the Management Scientist

Автор: Emanuele Borgonovo

Език:

Корици: С твърди корици

Издател: Springer International Publishing AG

Наличност: Външен склад

Изпращаме след 10-13 дни

158.03 € 309.07 лв

This book is an expository introduction to the methodology of sensitivity analysis of model output....

Информация за книгата

Автор

Emanuele Borgonovo

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2017

страници

294

EAN

9783319522579

ISBN

3319522574

Enbook ID

15560998

Издател

Springer International Publishing AG

Теглоt

5856

Размери

155 x 235 x 20

Пълно описание

This book is an expository introduction to the methodology of sensitivity analysis of model output. It is primarily intended for investigators, students and researchers that are familiar with mathematical models but are less familiar with the techniques for performing their sensitivity analysis. A variety of sensitivity methods have been developed over the years. This monograph helps the analyst in her/his first exploration of this world. The main goal of is to foster the recognition of sensitivity analysis methods as the techniques that play the crucial role of allowing us to gain insights from quantitative models. Also, exercising rigor in performing sensitivity analysis becomes increasingly relevant both to decision makers and modelers. The book also helps the analyst in structuring her/his sensitivity analysis quest properly, so that to obtain the correct answer to the corresponding managerial question. The first part of the book covers Deterministic Methods, including Tornado Diagrams; One-Way Sensitivity Analysis; Differentiation-Based Methods and Local Sensitivity Analysis with Constraints. The second part looks at Probabilistic Methods, including Regression-based methods, Variance-Based Methods, and Distribution-based methods. The final section looks at Applications, including capital budgeting, sensitivity analysis in climate change modelling and in the risk assessment of a lunar space mission.

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Sensitivity Analysis

An Introduction for the Management Scientist

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Пълно описание

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