Numerical Methods in Economics

Kenneth L. Judd

1 Introduction

1.1 What Economists Can Compute

1.2 Roles of Computation in Economic Analysis

1.3 Computation in Science

1.4 The Future of Computing

1.5 The Objectives and Nature of This Book

1.6 Basic Mathematics, Notation, and Terminology

1.7 Software and Supplemental Material

1.8 Further Reading

1.9 Exercises

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Resources by Chapter

  • 1 Introduction
  • 2 Elementary Concepts
  • 3 Linear Equations and Iterative Methods
  • 4 Optimization
  • 5 Nonlinear Equation
  • 6 Approximation Methods
  • 7 Numerical Integration and Diļ¬€erentiation
  • 8 Monte Carlo and Simulation Methods
  • 9 Quasi-Monte Carlo Methods
  • 10 Finite-Diļ¬€erence Methods
  • 11 Projection Methods for Functional Equation
  • 12 Numerical Dynamic Programmin
  • 13 Regular Perturbations of Simple System
  • 14 Regular Perturbations in Multidimensional System
  • 15 Advanced Asymptotic Methods
  • 16 Solution Methods for Perfect Foresight Models
  • 17 Solving Rational Expectations Models

Resources by Chapter – 2nd Edition

  • 1 Introduction 2nd Edition

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