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Computer Modelling of Theory: Explanation for the 21st Century

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The Explanatory Power of Models

Part of the book series: Methodos Series ((METH,volume 1))

Abstract

The words theory, model, and explanation are used in different ways by different writers. Complete agreement on their meanings among natural scientists, social scientists, philosophers of science, engineers and others seems unlikely, since meaning depends partly on context and on discipline-specific conventions. Accepted meanings of these words often depend on subject matter, and on the purposes of research. In practice, a theory, model, or explanation—or a good theory, model, or explanation—for a physicist or chemist may differ in some respects from a theory, model, or explanation for a biologist, a meteorologist, or a demographer. These differences may appear all the greater if one looks at the use of models and theories in practical decision making, as in engineering or policy formation.

It is only now that we have the ability to do complex calculations and simulations that we are discovering that a great many systems seem to have an inherent complexity that cannot be simplified....

Glenn W. Rowe

Ongoing support for research on modelling theories of fertility has been provided by the Social Sciences and Humanlities Research Council of Canada. I am also greatly indebted to Antonella Pinnelli, Department of Demography, Universty of Rome (La Sapienza), and to James W. Vaupel, Director, the Max Planck Institute for Demographic Research, Rostock, Germany, who enabled me to make extended visits to their respective institutes, and to think about these issues under optimal conditions.

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Burch, T.K. (2002). Computer Modelling of Theory: Explanation for the 21st Century. In: Franck, R. (eds) The Explanatory Power of Models. Methodos Series, vol 1. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-4676-6_12

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  • DOI: https://doi.org/10.1007/978-1-4020-4676-6_12

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-6122-5

  • Online ISBN: 978-1-4020-4676-6

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