Sensitivity Analysis for Business, Technology, and Policymaking
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 innovati...
সংরক্ষণ করুন:
| বিন্যাস: | Online |
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| ভাষা: | ইংরেজি |
| প্রকাশিত: |
Taylor & Francis
2025
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | ONIX_20250527T122911_9781040121320_85 |
| ট্যাগগুলো: |
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| _version_ | 1869523433502539776 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-160632 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Taylor & Francis |
| publisherStr | Taylor & Francis |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1606322025-05-28T05:38:30Z Sensitivity Analysis for Business, Technology, and Policymaking Kozlova, Mariia Yeomans, Julian Scott Engineering Mathematical modelling Computer modelling Simulations Monte Carlo simulation Uncertainty Risk Decision making Policymaking Investment analysis Sensitivity analysis Operations research Environmental issues thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJT Operational research thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPS Research methods: general thema EDItEUR::U Computing and Information Technology::UY Computer science thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMV Management of specific areas::KJMV5 Production and quality control management 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. 2025-05-28T05:38:29Z 2025-05-28T05:38:29Z 2025-05-27T10:42:11Z 2024 book ONIX_20250527T122911_9781040121320_85 https://library.oapen.org/handle/20.500.12657/102820 9781040121320 9781003453789 9781032592466 9781040121382 https://directory.doabooks.org/handle/20.500.12854/160632 eng Routledge Open Business and Economics open access image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://library.oapen.org/bitstream/20.500.12657/102820/1/9781040121320.pdf Taylor & Francis Routledge 10.4324/9781003453789 10.4324/9781003453789 fa69b019-f4ee-4979-8d42-c6b6c476b5f0 7caeb0f3-d542-4ff9-b058-a4800fd7d61b 9781040121320 9781003453789 9781032592466 9781040121382 Routledge 402 Oxford [...] open access |
| spellingShingle | Engineering Mathematical modelling Computer modelling Simulations Monte Carlo simulation Uncertainty Risk Decision making Policymaking Investment analysis Sensitivity analysis Operations research Environmental issues thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJT Operational research thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPS Research methods: general thema EDItEUR::U Computing and Information Technology::UY Computer science thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMV Management of specific areas::KJMV5 Production and quality control management Sensitivity Analysis for Business, Technology, and Policymaking |
| title | Sensitivity Analysis for Business, Technology, and Policymaking |
| title_full | Sensitivity Analysis for Business, Technology, and Policymaking |
| title_fullStr | Sensitivity Analysis for Business, Technology, and Policymaking |
| title_full_unstemmed | Sensitivity Analysis for Business, Technology, and Policymaking |
| title_short | Sensitivity Analysis for Business, Technology, and Policymaking |
| title_sort | sensitivity analysis for business technology and policymaking |
| topic | Engineering Mathematical modelling Computer modelling Simulations Monte Carlo simulation Uncertainty Risk Decision making Policymaking Investment analysis Sensitivity analysis Operations research Environmental issues thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJT Operational research thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPS Research methods: general thema EDItEUR::U Computing and Information Technology::UY Computer science thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMV Management of specific areas::KJMV5 Production and quality control management |
| topic_facet | Engineering Mathematical modelling Computer modelling Simulations Monte Carlo simulation Uncertainty Risk Decision making Policymaking Investment analysis Sensitivity analysis Operations research Environmental issues thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJT Operational research thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPS Research methods: general thema EDItEUR::U Computing and Information Technology::UY Computer science thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMV Management of specific areas::KJMV5 Production and quality control management |
| url | ONIX_20250527T122911_9781040121320_85 |