Sensitivity Analysis for Business, Technology, and Policymaking: Made Easy with Simulation Decomposition (SimDec)
暫譯: 商業、科技與政策的敏感度分析:使用模擬分解(SimDec)簡化實現
Kozlova, Mariia, Yeomans, Julian Scott
- 出版商: Routledge
- 出版日期: 2026-05-21
- 售價: $2,310
- 貴賓價: 9.5 折 $2,194
- 語言: 英文
- 頁數: 368
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032592478
- ISBN-13: 9781032592473
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相關分類:
Data-visualization
海外代購書籍(需單獨結帳)
商品描述
SimDec is a revolution in decision-making support. SimDec "teases out" inherent cause-and-effect relationships and reveals the intricacy of relationships between sets of input and output variables. At its core, SimDec is an amalgamation of uncertainty and global sensitivity analysis with an innovative visualization technique. While straightforward and elegant, this novel approach significantly enhances the analytical capabilities of users by readily exposing seemingly, a priori, counterintuitive behaviours so that they can be readily understood by both technical specialists and non-technical users alike.
This book is the first to articulate the ubiquitous applicability of SimDec and has been written by the leading proponents of the technique. The book provides the necessary background to fully understand the underlying approach and then demonstrates its applicability to a wide spectrum of fields, such as finance, entrepreneurship, energy, 3D manufacturing, geology, the environment, engineering, public policy, and even superconducting magnets. To facilitate as widespread adoption and penetration of SimDec as possible, all supporting computer codes are available, open-source, in Python, Julia, R, and Matlab.
The innovative material will be of primary benefit to practitioners and researchers analyzing data from the social sciences, business, science, engineering, mathematics, and computing.
The Open Access version of this book, available at http: //www.taylorfrancis.com, has been made available under a Creative Commons [Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND)] 4.0 license.
商品描述(中文翻譯)
SimDec 是決策支持的一場革命。SimDec「揭示」了內在的因果關係,並揭露了輸入和輸出變數之間關係的複雜性。SimDec 的核心是一種不確定性和全球靈敏度分析的融合,並結合了一種創新的可視化技術。這種方法雖然簡單而優雅,但顯著增強了用戶的分析能力,因為它能夠輕易地揭示看似直觀的反常行為,使技術專家和非技術用戶都能輕鬆理解。
本書是第一本闡述 SimDec 普遍適用性的著作,由該技術的主要倡導者撰寫。書中提供了充分理解其基本方法所需的背景知識,並展示了其在金融、創業、能源、3D 製造、地質學、環境、工程、公共政策,甚至超導磁鐵等廣泛領域的適用性。為了促進 SimDec 的廣泛採用和滲透,所有支持的計算機代碼均以開源形式提供,支持 Python、Julia、R 和 Matlab。
這些創新材料將對分析社會科學、商業、科學、工程、數學和計算數據的實踐者和研究人員帶來主要益處。
本書的開放存取版本可在 http://www.taylorfrancis.com 獲得,並已根據創用CC [署名-非商業性-禁止改作 (CC-BY-NC-ND)] 4.0 許可證提供。
作者簡介
Mariia Kozlova is an associate professor at LUT University Business School, Finland, and a visiting scholar at Stanford University, USA.
Julian Scott Yeomans is a professor and the director for the MMAI and MBAN programs at the Schulich School of Business, York University, Canada.
作者簡介(中文翻譯)
Mariia Kozlova 是芬蘭LUT大學商學院的副教授,並且是美國史丹佛大學的訪問學者。
Julian Scott Yeomans 是加拿大約克大學舒立克商學院的教授及MMAI和MBAN課程的主任。