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Exploring and Testing Theories: On the Role of Parameter Optimization in Social Science Computer Simulation

  • Georg Müller
Conference paper

Abstract

Some years ago Robert A. Hanneman has published a book which has the “immodest goal of reorienting how many social scientists go about building and working with theories” [Hanneman 1988, p. 9]. One of the principal messages of the book is the use of computer simulation as a method for constructing new theories.

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References

  1. Bossel, H. (1994) Modeling and Simulation. Vieweg Verlag, Wiesbaden.CrossRefGoogle Scholar
  2. Davies, O.A. et al. (1966) A Theory of the Budgetary Process. In: American Political Science Review. 60, pp. 529–547.Google Scholar
  3. Forrester, J. W. (1969) Urban Dynamics. M. I. T. Press, Cambridge (Mass.).Google Scholar
  4. Hanneman, R.A. (1988) Computer-Assisted Theory Building. Sage Publications, Newbury Park. Jacobsen, C. et al. (1990) A Strategy for Testing the Empirical Adequacy of Macro-Sociological Theories. In: Journal of Mathematical Sociology. 15, pp. 137–148.Google Scholar
  5. Math Works (1995) The Student Edition of MATLAB (version 4). Prentice Hall, Englewood Cliffs.Google Scholar
  6. Ostrom, C.W. (1978) Time Series Analysis: Regression Techniques. Sage Publications, Beverly Hills.Google Scholar
  7. Popper, K.R. (1959) The Logic of Scientific Discovery. Hutchinson Publishers, London. Richardson, L.F. (1960) Arms and Insecurity. Boxwood Press, Pittsburgh.Google Scholar
  8. Schnell, R. (1990) Computersimulation und Theoriebildung in den Sozialwissenschaften. In: Kölner Zeitschrift für Soziologie und Sozialpsychologie. 42, pp. 109–128.Google Scholar
  9. Siegel, S. and Castellan, N.J. (1988) Nonparametric Statistics for the Behavioral Sciences. McGraw-Hill Book Company, New York.Google Scholar
  10. Taagepera, R. et al. (1975) Soviet-American and Israeli-Arab Arms Races and the Richardson Model. In: General Systems. 20, pp. 151–158.Google Scholar
  11. Wittmann, J. (1993) Eine Benutzerschnittstelle für die Durchführung von Simulationsexperimenten (Dissertation). Erlangen.Google Scholar
  12. Wolfe, M.A. (1978) Numerical Methods for Unconstrained Optimization. Van Nostrand Reinhold Company, New York.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1996

Authors and Affiliations

  • Georg Müller
    • 1
  1. 1.Chaire de Travail SocialUniversité de FribourgFribourgSwitzerland

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