{"product_id":"risk-modeling-for-supply-chain-operations-with-monte-carlo-building-robust-models-in-excel-and-python-9798198364493","title":"Risk Modeling for Supply Chain \u0026 Operations with Monte Carlo: Building Robust Models in Excel and Python","description":"\u003cp\u003e • Author(s): Alice Schwartz | James Preston\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Production \u0026amp; Operations Management\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIn 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.\u003c\/p\u003e\u003cp\u003eYou will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eConstruct Monte Carlo simulations from the ground up in both \u003cb\u003eExcel\u003c\/b\u003e and \u003cb\u003ePython\u003c\/b\u003e\n\u003c\/li\u003e\n\u003cli\u003eModel key supply chain and operations risks including demand variability, lead time uncertainty, price fluctuations, and inventory risk\u003c\/li\u003e\n\u003cli\u003eTranslate complex real-world problems into probabilistic models\u003c\/li\u003e\n\u003cli\u003eAnalyze simulation outputs to generate actionable insights and risk metrics\u003c\/li\u003e\n\u003cli\u003eCompare deterministic vs. stochastic approaches and understand when Monte Carlo adds the most value\u003c\/li\u003e\n\u003cli\u003eBuild reusable, professional-grade models suitable for both quick analysis and enterprise environments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWritten 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.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47890569199767,"sku":"9798198364493","price":3208.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798198364493.webp?v=1781180540","url":"https:\/\/atlanticbooks.com\/products\/risk-modeling-for-supply-chain-operations-with-monte-carlo-building-robust-models-in-excel-and-python-9798198364493","provider":"Atlantic Books","version":"1.0","type":"link"}