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Prescriptive Analytics Jeffrey M. Keisler

Prescriptive Analytics By Jeffrey M. Keisler

Prescriptive Analytics by Jeffrey M. Keisler


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Summary

This book helps all readers quickly learn tools and concepts to use right away and to expand throughout a career.

The companion website for the workbooks and other materials will be available soon.

Prescriptive Analytics Summary

Prescriptive Analytics: Mastering the Spreadsheet of Everything by Jeffrey M. Keisler

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. The material uses only standard Excel spreadsheet features and functions for creating models. Using a step-by-step approach, readers learn a unified architecture for sensitivity, scenario, simulation, decision, and optimization analysis. Spreadsheets with numerous screenshots support visual, hands-on learning (and provide some surprising innovations). Special influence diagrams and non-intimidating but accurate terminology help explain the logic of the models and calculations. Well-structured chapters include guideposts, enrichment, and curated links to valuable external resources. Readers are encouraged to own their learning and think about future trajectories for themselves and the field. This book helps all readers quickly learn tools and concepts to use right away and to expand throughout a career.

The companion website for the workbooks and other materials will be available soon.

About Jeffrey M. Keisler

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.

Table of Contents

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.

Additional information

NGR9783031593529
9783031593529
3031593529
Prescriptive Analytics: Mastering the Spreadsheet of Everything by Jeffrey M. Keisler
New
Hardback
Springer International Publishing AG
2024-08-25
259
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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