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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Author Profiles

John Matthewson
Massey University
Michael Weisberg
University of Pennsylvania

Citations of this work

The diverse aims of science.Angela Potochnik - 2015 - Studies in History and Philosophy of Science Part A 53:71-80.
Theoretical Virtues in Scientific Practice: An Empirical Study.Moti Mizrahi - 2022 - British Journal for the Philosophy of Science 73 (4):879-902.

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