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Könyv Sensitivity Analysis Emanuele Borgonovo

Sensitivity Analysis

An Introduction for the Management Scientist

Szerző: Emanuele Borgonovo
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
57 597 Ft
This book is an expository introduction to the methodology of sensitivity analysis of model output....

Információk a könyvről

Szerző
Emanuele Borgonovo
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2017
oldal
294
EAN
9783319522579
ISBN
3319522574
Enbook ID
15560998
Kiadó
Springer International Publishing AG
Súly
5856
Méretek
155 x 235 x 20

Teljes leírás

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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