书目名称 | Sensitivity Analysis |
副标题 | An Introduction for |
编辑 | Emanuele Borgonovo |
视频video | |
概述 | First book to apply sensitivity analysis to the Management/Decision Sciences.Covers all established methods as well as newest developments.Author among the most prominent researchers in the field.Incl |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | .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 is to foster the recognition of the crucial role of sensitivity analysis methods as the techniques that allow 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 helps the analyst in structuring her/his sensitivity analysis quest properly, so as 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 |
出版日期 | Book 2017 |
关键词 | Decision Science; Direction of Change; Management Sciences; Quantitative Decision Support; Sensitivity A |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-52259-3 |
isbn_softcover | 978-3-319-84860-0 |
isbn_ebook | 978-3-319-52259-3Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer International Publishing AG, part of Springer Nature 2017 |