It’s Not a Game: Accurate Representation with Toy Models

British Journal for the Philosophy of Science 71 (3):1013-1041 (2020)
  Copy   BIBTEX

Abstract

Drawing on ‘interpretational’ accounts of scientific representation, I argue that the use of so-called ‘toy models’ provides no particular philosophical puzzle. More specifically; I argue that once one gives up the idea that models are accurate representations of their targets only if they are appropriately similar, then simple and highly idealized models can be accurate in the same way that more complex models can be. Their differences turn on trading precision for generality, but, if they are appropriately interpreted, toy models should nevertheless be considered accurate representations. A corollary of my discussion is a novel way of thinking about idealization more generally: idealized models may distort features of their targets, but they needn’t misrepresent them.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 93,642

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Do ML models represent their targets?Emily Sullivan - forthcoming - Philosophy of Science.
Understanding (With) Toy Models.Alexander Reutlinger, Dominik Hangleiter & Stephan Hartmann - 2016 - British Journal for the Philosophy of Science:axx005.
Models Don’t Decompose That Way: A Holistic View of Idealized Models.Collin Rice - 2019 - British Journal for the Philosophy of Science 70 (1):179-208.
Understanding (with) Toy Models.Alexander Reutlinger, Dominik Hangleiter & Stephan Hartmann - 2018 - British Journal for the Philosophy of Science 69 (4):1069-1099.
Idealized Models as Selective Representations.Alfonso Anaya - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (2):189-213.
Qualitative theory and chemical explanation.Michael Weisberg - 2004 - Philosophy of Science 71 (5):1071-1081.

Analytics

Added to PP
2019-03-23

Downloads
30 (#132,620)

6 months
100 (#170,105)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

James Nguyen
Stockholm University

Citations of this work

Scientific representation.Roman Frigg & James Nguyen - 2016 - Stanford Encyclopedia of Philosophy.
Concrete Scale Models, Essential Idealization, and Causal Explanation.Christopher Pincock - 2022 - British Journal for the Philosophy of Science 73 (2):299-323.
Do fictions explain?James Nguyen - 2020 - Synthese 199 (1-2):3219-3244.

View all 11 citations / Add more citations

References found in this work

Models in Science (2nd edition).Roman Frigg & Stephan Hartmann - 2021 - The Stanford Encyclopedia of Philosophy.
True Enough.Catherine Z. Elgin - 2017 - Cambridge: MIT Press.
The Dappled World: A Study of the Boundaries of Science.Nancy Cartwright - 1999 - New York, NY: Cambridge University Press.

View all 55 references / Add more references