Prescriptive Analytics

Mastering the Spreadsheet of Everything

AvJeffrey M. Keisler

Inbunden, Engelska, 2024

Del i serien Springer Texts in Business and Economics

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Beskrivning

This book combines the quantitative decision-informing techniques of management science and operations research with the data-centric techniques found throughout the world of analytics. This book helps all readers quickly learn tools and concepts to use right away and to expand throughout a career.

Produktinformation

Utgivningsdatum:2024-08-25
Mått:210 x 279 x 22 mm
Vikt:930 g
Format:Inbunden
Språk:Engelska
Serie:Springer Texts in Business and Economics
Antal sidor:259
Förlag:Springer International Publishing AG
ISBN:9783031593529

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Mer om författaren

Jeffrey M. Keisler (MBA Chicago, PhD Harvard) is Professor of Management Science & Information Systems at University of Massachusetts Boston. He was President of the INFORMS Decision Analysis Society and founding Secretary of the former Spreadsheet Research Section at INFORMS. He was named a Fellow of the Society for Risk Analysis, a Fellow of the Society for Decision Professionals, and a Fulbright Distinguished Chair. He has published nearly 90 journal articles and several books and is a long-time associate editor for several INFORMS and EURO journals. Over 30+ years in industry, government, consulting and academia, he has been applying, implementing, developing, teaching and preaching spreadsheet tools and prescriptive analytics techniques.

Innehållsförteckning

1. Modeling.- 2. Sensitivity Analysis.- 3. Indexed Sensitivity Analysis.- 4. Scenario Analysis.- 5. Simulation Analysis.- 6. Customized Input Distributions.- 7. Decision Analysis – Expected Value Maximization.- 8. Decision Analysis – Advanced Topic.- 9. Optimization: Decisions With Constraints.- 10. Optimization: Excel Solver.- 11. Epilogue.