The Structure of Tradeoffs in Model Building

Synthese 170 (1):169 - 190 (2009)
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Abstract

Despite their best efforts, scientists may be unable to construct models that simultaneously exemplify every theoretical virtue. One explanation for this is the existence of tradeoffs: relationships of attenuation that constrain the extent to which models can have such desirable qualities. In this paper, we characterize three types of tradeoffs theorists may confront. These characterizations are then used to examine the relationships between parameter precision and two types of generality. We show that several of these relationships exhibit tradeoffs and discuss what consequences those tradeoffs have for theoretical practice

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2009-01-28

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Author Profiles

John Matthewson
Massey University
Michael Weisberg
University of Pennsylvania

References found in this work

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The Scientific Image.William Demopoulos & Bas C. van Fraassen - 1982 - Philosophical Review 91 (4):603.
Explanation and scientific understanding.Michael Friedman - 1974 - Journal of Philosophy 71 (1):5-19.
Explanatory unification.Philip Kitcher - 1981 - Philosophy of Science 48 (4):507-531.

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