David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
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Synthese 170 (1):169 - 190 (2009)
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.
|Keywords||Tradeoff Model Modeling Biological models Richard Levins Generality Precision Theoretical virtues|
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Citations of this work BETA
Rogier De Langhe (2013). The Kuhnian Paradigm. Topoi 32 (1):65-73.
Angela Potochnik (2012). Feminist Implications of Model-Based Science. Studies in History and Philosophy of Science Part A 43 (2):383-389.
Axel Gelfert (2013). Strategies of Model-Building in Condensed Matter Physics: Trade-Offs as a Demarcation Criterion Between Physics and Biology? Synthese 190 (2):253-272.
John Matthewson (2011). Trade-Offs in Model-Building: A More Target-Oriented Approach. Studies in History and Philosophy of Science 42 (2):324-333.
Roberto Fumagalli (2011). On the Neural Enrichment of Economic Models: Tractability, Trade-Offs and Multiple Levels of Description. Biology and Philosophy 26 (5):617-635.
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