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Risk Modeling for Supply Chain & Operations with Monte Carlo: Building Robust Models in Excel and Python
Paperback
Publisher: Independently Published
Published: May 24 2026
Pages: 444
Weight: 1.17
Height: 1.10 Width: 6.00 Depth: 9.00
Language: English
In today's volatile global markets, supply chain and operations professionals face unprecedented uncertainty. From demand fluctuations and supplier disruptions to price volatility and geopolitical risks, traditional deterministic models often fall short. This practical guide shows you how to build robust, data-driven risk models using Monte Carlo simulation, one of the most powerful techniques for quantifying uncertainty and making better decisions under risk.
You will learn how to:
- Construct Monte Carlo simulations from the ground up in both Excel and Python
- Model key supply chain and operations risks including demand variability, lead time uncertainty, price fluctuations, and inventory risk
- Translate complex real-world problems into probabilistic models
- Analyze simulation outputs to generate actionable insights and risk metrics
- Compare deterministic vs. stochastic approaches and understand when Monte Carlo adds the most value
- Build reusable, professional-grade models suitable for both quick analysis and enterprise environments
Written for supply chain analysts, operations managers, risk professionals, and data-savvy practitioners, this book bridges the gap between theory and hands-on implementation. Whether you work in manufacturing, logistics, retail, or procurement, you'll gain concrete skills to stress-test your supply chain and improve resilience.
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Ury, William
Patton, Bruce
Paperback
Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
Take It Personal: How to Succeed by Building Relationships and Playing the Long Game
Grutman, David
Hardcover
Power and Impact (HBR Emotional Intelligence Series)
Review, Harvard Business
Cable, Dan
Bregman, Peter
Paperback
The Way of Excellence: A Guide to True Greatness and Deep Satisfaction in a Chaotic World
Stulberg, Brad
Hardcover
Here Comes the Sun: A Last Chance for the Climate and a Fresh Chance for Civilization
McKibben, Bill
Hardcover
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Happiness (HBR Emotional Intelligence Series)
Gilbert, Daniel
Review, Harvard Business
McKee, Annie
Paperback
Hbr's 10 Must Reads on Strategy, Updated and Expanded (Featuring the Five Competitive Forces That Shape Strategy by Michael E. Porter)
Kim, W. Chan
Review, Harvard Business
Porter, Michael E.
Paperback
Mindfulness (HBR Emotional Intelligence Series)
Langer, Ellen
Goleman, Daniel
Review, Harvard Business
Paperback
Hbr's 10 Must Reads on High Performance, Updated and Expanded (Featuring Nine Things Successful People Do Differently by Heidi Grant)
Review, Harvard Business
Grant, Heidi
Goleman, Daniel
Paperback
Crucial Accountability: Proven Skills to Build Trust, Address Disappointment, and Get Results, Third Edition
Patterson, Kerry
Grenny, Joseph
Hale, Justin
Hardcover
Hbr's 10 Must Reads on Managing People, Updated and Expanded (Featuring Are You a Good Boss--Or a Great One? by Linda A. Hill and Kent Lineback)
Review, Harvard Business
Goleman, Daniel
Hill, Linda A.
Paperback
The Wisdom and Wealth Solution: Unlocking the Secrets of Happiness, Purpose, and Financial Security with Living360
Ansari, Feroz
Hardcover
Dirtbag Billionaire: How Yvon Chouinard Built Patagonia, Made a Fortune, and Gave It All Away
Gelles, David
Hardcover
Beyond Belief: The Science-Backed Way to Stop Limiting Yourself and Achieve Breakthrough Results
Eyal, Nir
Hardcover
Bonfire of the Murdochs: How the Epic Fight to Control the Last Great Media Dynasty Broke a Family -- And the World
Sherman, Gabriel
Hardcover
The Obstacle Is the Way Expanded 10th Anniversary Edition: The Timeless Art of Turning Trials Into Triumph
Holiday, Ryan
Hardcover
The Phoenix Project: A Novel about It, Devops, and Helping Your Business Win
Behr, Kevin
Spafford, George
Kim, Gene
Paperback
The Algorithm: The Hypergrowth Formula That Transformed Tesla, Lululemon, General Motors, and Spacex
McNeill, Jon
Hardcover
The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!
DeMarco, M. J.
Paperback
The Mushroom at the End of the World: On the Possibility of Life in Capitalist Ruins
Tsing, Anna Lowenhaupt
Paperback