Eberhardt, Frederick (2012) Experimental Indistinguishability of Causal Structures. In: UNSPECIFIED.
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Abstract
Using a variety of different results from the literature, we show how causal discovery with experiments is limited unless substantive assumptions about the underlying causal structure are made. These results undermine the view that experiments, such as randomized controlled trials, can independently provide a gold standard for causal discovery. Moreover, we present a concrete example in which causal underdetermination persists despite exhaustive experimentation, and argue that such cases undermine the appeal of an interventionist account of causation as its dependence on other assumptions is not spelled out.
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Item Type: | Conference or Workshop Item (UNSPECIFIED) | ||||||
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Keywords: | causality; experiments; interventionism; underdetermination | ||||||
Subjects: | General Issues > Causation General Issues > Experimentation General Issues > Formal Learning Theory |
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Depositing User: | Dr Frederick Eberhardt | ||||||
Date Deposited: | 09 Jan 2013 12:45 | ||||||
Last Modified: | 09 Jan 2013 12:45 | ||||||
Item ID: | 9511 | ||||||
Subjects: | General Issues > Causation General Issues > Experimentation General Issues > Formal Learning Theory |
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Date: | November 2012 | ||||||
URI: | https://philsci-archive.pitt.edu/id/eprint/9511 |
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