Foundations of Mathematical and Computational Economics

Kamram M. Dadkhah is Associate Professor in the Department of Northwestern University, Boston, where his areas of interst are mathematical economics, econometrics, international economics, and economics of oil. He holds an MA and Ph.D. degrees in Economics from Indiana University, and an MS degree in Mathematics from Northeastern University. He has published in The Review of Economics and Statistics, Journal of Political Economy, International Journal of Middle Eastern Studies, European Journal of Operational Research, Decision Sciences, Empirical Economics, and Mathematical and Computer Modeling.

Introduction.- Part I: Basic Concepts and Methods.- 1 Basic Mathematical Concepts and Methods.- 2 Basics of Computation.- 3 Basic Concepts and Methods of Probability Theory and Statistics.- Part II: Linear Algebra.- 4 Vectors.- 5 Matrix Algebra.- 6 Advance Topics in Matrix Algebra.- Part III: Calculus.- 7 Differentiation: Functions of One Variable.- 8 Differentiation: Functions of Several Variables.- 9 Taylor Expansion and Its Applications.- 10 Integration.- Part IV: Optimization.- 11 Static Optimization.- 12 Constrained Optimization.- 13 Dynamic Optimization.- Part V: Differential and Difference Equations.- 14 Differential Equations.- 15 Difference Equations.- 16 Systems of Differential Equations.- Index