Sensitivity Analysis for Business, Technology, and Policymaking : Made Easy with Simulation Decomposition (SimDec)

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Mariia Kozlova, Julian Scott Yeomans
Formato: Libro
Publicado: Routledge 2025
Materias:
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=4018538&site=ehost-live
header:
  @attributes:
    shortDbName: nlebk
    uiTerm: 4018538
    longDbName: eBook Collection (EBSCOhost)
    uiTag: AN
  controlInfo:
    bkinfo:
      btl: Sensitivity Analysis for Business, Technology, and Policymaking : Made Easy with Simulation Decomposition (SimDec)
      aug:
        au:
          Mariia Kozlova
          Julian Scott Yeomans
      sertl: Routledge Open Business and Economics
      isbn:
        9781032592466
        9781032592473
        9781040121320
        9781040121382
    imageinfo:
    pubinfo:
      dt:
        @attributes:
          year: 2025
          month: 01
          day: 01
      dtAvail:
        @attributes:
          year: 2024
          month: 12
          day: 05
      pub: Routledge
      pubContract: Taylor & Francis (Unlimited)
      place: Abingdon, Oxon
      price: 0.01
      limitsGroup:
        maxCheckoutDays: 1500
        copyPages: -1
        pda: N
        printPagesOffline: 60
        printPagesOnline: 60
        previewPages: 10000
      prePubGroup:
        dewey:
          @attributes:
            class: 511.8
            item: 511 .8
        lc:
          @attributes:
            class: QA402.3
            item: QA 402 .3
    artinfo:
      ui:
        4018538
        1443111712
      formats:
        fmt:
          – @attributes:
              type: EB
              doid: NL$4018538$PDF
              caption: PDF
              download: Y
          – @attributes:
              type: EK
              doid: NL$4018538$EPUB
              caption: EPUB
              download: Y
      tig:
        atl: Sensitivity Analysis for Business, Technology, and Policymaking : Made Easy with Simulation Decomposition (SimDec)
        ptl: Sensitivity Analysis for Business, Technology, and Policymaking
      aug:
        au:
          Mariia Kozlova
          Julian Scott Yeomans
      su:
        Decision making--Simulation methods
        Sensitivity theory (Mathematics)--Simulation methods
        Decision support systems
      sug:
        subj:
          BUSINESS & ECONOMICS / Decision-Making & Problem Solving
          BUSINESS & ECONOMICS / General
          BUSINESS & ECONOMICS / Operations Research
          BUSINESS & ECONOMICS / Business Mathematics
          COMPUTERS / Computer Simulation
          Decision making--Simulation methods
          Sensitivity theory (Mathematics)--Simulation methods
          Decision support systems
      ab: 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.
      pubtype: eBook
      doctype: Book
      ougenre: Book
    language: English
    copyright:
      @attributes:
        flag: N
      copyrightText:
    holdings:
      @attributes:
        islocal: N