Rice, Collin (2025) A Model-Based Approach to the Problem of Variable Choice. Philosophy of Science, 92. ISSN 1539-767X

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Abstract

This article distinguishes causal modeling, metaphysical, epistemic, and modeling reasons for variable/parameter choice. I argue in favor of justifying variable/parameter choices by appealing to modeling reasons concerning the limitations of the available measurements, experimental data, modeling techniques, and modeling frameworks. I use this “tyranny of availability” to identify normative criteria for variable/parameter choice that apply across most scientific modeling contexts and investigate their metaphysical and epistemological implications.

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Item Type:	Published Article or Volume
Creators:	Creators Email ORCID Rice, Collin collin.rice@colostate.edu
Keywords:	variable choice; modeling
Subjects:	General Issues > Experimentation General Issues > Models and Idealization General Issues > Theory/Observation
Depositing User:	Collin Rice
Date Deposited:	22 Aug 2025 14:25
Last Modified:	22 Aug 2025 14:25
Item ID:	26312
Journal or Publication Title:	Philosophy of Science
Publisher:	University of Chicago Press
Official URL:	https://www.cambridge.org/core/journals/philosophy...
DOI or Unique Handle:	10.1017/psa.2024.52
Subjects:	General Issues > Experimentation General Issues > Models and Idealization General Issues > Theory/Observation
Date:	2025
Volume:	92
ISSN:	1539-767X
URI:	https://philsci-archive.pitt.edu/id/eprint/26312

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