This book, the first to articulate the ubiquitous applicability of Simulation Decomposition (SimDec) and written by the leading proponents of the technique, provides the necessary background to fully understand the underlying approach and then demonstrates its applicability to a wide spectrum of fields.
This book, the first to articulate the ubiquitous applicability of Simulation Decomposition (SimDec) and written by the leading proponents of the technique, provides the necessary background to fully understand the underlying approach and then demonstrates its applicability to a wide spectrum of fields.
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.
Inhaltsangabe
Foreword. Preface. Acknowledgements. PART I: Introduction 1. Methodological landscape of sensitivity analysis and the place of SimDec 2. SimDec algorithm and guidelines for its usage and interpretation 3. Overview of SimDec applications PART II: Applications business 4. Unlocking actionability in financial modeling with Simulation Decomposition 5. Unpacking the role of contextual factors in public support for mitigating revenue risk in public-private partnership projects 6. Printing homes: unit cost estimation for additive manufacturing in construction 7. Where should we go? Deep tech market entry decisions through the lens of uncertainty PART III: Applications: environment 8. Uncertainty considerations in life cycle assessment of COVID-19 masks: single-use versus reusable 9. Model fidelity analysis for sequential decision-making systems using Simulation Decomposition: case study of critical mineral exploration 10. Upgrading the toolbox of techno-economic assessment with SimDec: power-to-X case PART IV: Applications: engineering 11. Capturing multi-dimensional nonlinear behaviour of a steel structure reliability model - global sensitivity analysis 12. Sensitivity analysis of a superconducting magnet design model PART V: Applications: behavioural science 13. New level of personal decision-making: day-to-day choices with SimDec Epilogue Afterword: SimDec meets SIPmath
Foreword. Preface. Acknowledgements. PART I: Introduction 1. Methodological landscape of sensitivity analysis and the place of SimDec 2. SimDec algorithm and guidelines for its usage and interpretation 3. Overview of SimDec applications PART II: Applications business 4. Unlocking actionability in financial modeling with Simulation Decomposition 5. Unpacking the role of contextual factors in public support for mitigating revenue risk in public-private partnership projects 6. Printing homes: unit cost estimation for additive manufacturing in construction 7. Where should we go? Deep tech market entry decisions through the lens of uncertainty PART III: Applications: environment 8. Uncertainty considerations in life cycle assessment of COVID-19 masks: single-use versus reusable 9. Model fidelity analysis for sequential decision-making systems using Simulation Decomposition: case study of critical mineral exploration 10. Upgrading the toolbox of techno-economic assessment with SimDec: power-to-X case PART IV: Applications: engineering 11. Capturing multi-dimensional nonlinear behaviour of a steel structure reliability model - global sensitivity analysis 12. Sensitivity analysis of a superconducting magnet design model PART V: Applications: behavioural science 13. New level of personal decision-making: day-to-day choices with SimDec Epilogue Afterword: SimDec meets SIPmath
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