16 How To Master Risk Models

Eighteen risk models, each taught end to end — with the worked models to run them.

Risk management is the discipline of seeing what could go wrong before it does — and pricing, hedging or containing it. This handbook teaches all eighteen models in the Risk category — one chapter each — from the enterprise frameworks and registers that catalogue risk, through the credit, market, liquidity and operational models that measure it, to the scenario, simulation and indicator tools that keep it in view. From the ERM Framework and Value at Risk to Monte Carlo Simulation, Bow-Tie Analysis and FMEA.

What you get

The complete PDF handbook plus eighteen worked Excel models — one for every model in the book. Blue input cells you change, formula cells that respond, and a Read-me tab on each, so you can run the numbers on your own assumptions.

How every chapter is built

Read one and you can build any. Each model follows the same thirteen-section rhythm: the question it answers, what it is, who uses it, its anatomy, inputs and outputs, how to build it step by step, a worked example, strengths, limits and pitfalls, industry notes, how it connects to the other models, modern relevance, using AI on it, and a practitioner’s checklist.

The eighteen models

the ERM Framework, the Risk Heat Map, the Risk Register, the Credit Risk Model, the Market Risk Model, the Liquidity Risk Model, Value at Risk, Stress Testing, the Operational Risk Framework, the Cyber Risk Framework, Scenario Planning, Monte Carlo Simulation, the Compliance Risk Model, the Reputational Risk Model, Key Risk Indicators, Bow-Tie Analysis, FMEA and the Concentration Risk Model.

The learning path

The chapters are ordered as a single connected build, not an alphabetical list — from the frameworks that catalogue risk, through the models that measure each type, to the scenario, simulation and indicator tools that keep it in view.

Who it’s for

Risk officers, treasury and finance teams, compliance and audit leaders, and boards who must identify, measure and defend against the risks a business runs.

How to use it

Work straight through to master the category, or jump to a single model when you need it for live work.

Book 16 of the Business Framework Library, part of The Investment Banking Practitioner’s Handbook Series. Master this category on its own, or reach for the Business Framework Compendium when you want the one-page reference to all 467 frameworks.

By John Colley — Cambridge University MA · MBA with Distinction, Bayes Business School · 30+ years in investment banking, M&A and private equity.