This comprehensive guide to the world of financial data modeling and portfolio design is a must-read for anyone looking to understand and apply portfolio optimization in a practical context. It bridges the gap between mathematical formulations and the design of practical numerical algorithms. It...

Introduction to modelling, core themes and best practices -- Models of models -- Using models in decision support -- Core competencies and best practices : meta-themes -- Model design and planning -- Defining sensitivity and flexibility requirements -- Database versus formulae-driven approaches...

Intro -- Title Page -- Table of Contents -- Preface -- About the Author -- About the Website -- PART One: Introduction to Modelling, Core Themes and Best Practices -- CHAPTER 1: Models of Models -- INTRODUCTION -- CONTEXT AND OBJECTIVES -- THE STAGES OF MODELLING -- BACKWARD THINKING AND FORWARD...

Introduction to R programming -- Statistics in finance -- Statistical analysis with R -- Time series analysis with R -- Basic theory of finance -- Modern portfolio theory and CAPM -- Interest rate swap and discount factor -- Discrete time model: tree model -- Continuous time model and the...