Preparation course: mathematical methods in economics
Web-based course in Summer 2005
The course covers most frequently needed mathematical tools in economics: (multivariate) calculus, convexity and concavity, optimization theory, differential equations and difference equations, matrix algebra, and dynamic optimization. The course is meant mostly for first-year graduate students in economics, who do not have sufficient background in mathematics (including those who have covered standard programs in economics in Estonian universities).
Structure and materials
- The course is divided into 10 topics, each of which should includes reading materials, exercises, and an obligatory problem set. All materials are currently available only in Estonian.
- Review of some basic logic, matrix algebra, and calculus (Introduction + additional material, Tutorial, Problem set)
- Topics in multivariate calculus (Introduction + additional material, Tutorial, Problem set)
- Concavity and convexity (Introduction, Tutorial, Problem set)
- Optimization, interior optima (Introduction, Tutorial, part I and part II, Problem set)
- Optimization: equality constraints (Introduction, Tutorial, Problem set)
- Optimization: the Kuhn-Tucker conditions for problems with inequality constraints (Introduction, Tutorial, Problem set)
- Differential equations (Introduction + additional material, Tutorial, Problem set)
- Difference equations (Introduction, Tutorial, Problem set)
- Matrix algebra (Introduction + Tutorial, Problem set)
- Dynamic optimization, maximum principle (Introduction + Tutorial, Problem set)
Course information
- Web-based course in Departpent of Economics and Business Administration, University of Tartu
- Official information: MJRI.09.010, more from Studies Information Database
- Lecturers: Marit Hinnosaar and Toomas Hinnosaar
- Course takes place in the homepage: http://moodle.mtk.ut.ee/
- Course ends with written pass/fail exam (in Tartu) and gives 2 CP
- Enrollment is closed for 2005
References and other useful books
- Barro, Robert; Xavier Sala-I-Martin. Economic Growth : Second Edition. -- (01 October 2003).
- Chiang, Alpha. Fundamental Methods of Mathematical Economics. -- (01 February 1984).
- Dowling, Edward. Schaum's Outline of Introduction to Mathematical Economics. -- (01 August 2000).
- Greene, William. Econometric Analysis. -- (22 August 2002).
- Hayashi, Fumio. Econometrics. -- (15 December 2000).
- Jehle, Geoffrey; Philip Reny. Advanced Microeconomic Theory (2nd Edition). -- (2000), pp. 405-509.
- Pontryagin, LS; VG Boltyanskii; RV Gamkrelidze; E Mishchenko. The mathematical theory of optimal processes (International series of monographs in pure and applied mathematics). -- (1962).
- Simon, Carl; Lawrence Blume. Mathematics for Economists. -- (08 June 1994).
- Stokey, Nancy; Robert Lucas. Recursive Methods in Economic Dynamics. -- (01 November 1989).
- Sundaram, Rangarajan. A First Course in Optimization Theory. -- (13 June 1996).
Electronic materials
- Paal, Eugen. Lineaaralgebra, E-loengukonspekt, Tallinna Tehnikaülikool, Tallinn, 2005..
- Tammeraid, I., Majak, J., Pohjolainen, S., Luodeslampi, T. Lineaaralgebra..
- Kaart, Tanel. Sissejuhatus maatriksalgebrasse, EPMÜ..
- Hayashi, F. Econometrics, Princeton University Press, 2000..
- Nykamp, D. Change order of integration..
- Weisstein, E. W. Taylor Series, From MathWorld--A Wolfram Web Resource..
- Cusick, L. W. How To Write Proofs..


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