Weinberger, Naftali (2019) Reintroducing Dynamics into Static Causal Models.
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Abstract
In this chapter I consider ways in which contemporary graphical causal models can be extended to model systems with complex temporal dynamics. I propose that the present
limitations of contemporary causal models in representing such dynamics are a legacy of their original application to simultaneous equations for long-term equilibrium relationships. Iwasaki and Simon (1994) provide a way of generalizing causal models to represent the dynamics of
systems that are away from equilibrium. I clarify the temporal relationships among the variables in dynamic causal models, and illustrate how these relationships relate to those studied by timeseries econometricians.
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Item Type: | Published Article or Volume | ||||||
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Keywords: | Causation, Complexity, Causal Models, Dynamical Systems, Modeling and Idealization, econometrics | ||||||
Subjects: | General Issues > Causation Specific Sciences > Economics General Issues > History of Philosophy of Science General Issues > Models and Idealization |
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Depositing User: | Mr. Naftali Weinberger | ||||||
Date Deposited: | 26 Apr 2024 22:38 | ||||||
Last Modified: | 26 Apr 2024 22:38 | ||||||
Item ID: | 23318 | ||||||
Subjects: | General Issues > Causation Specific Sciences > Economics General Issues > History of Philosophy of Science General Issues > Models and Idealization |
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Date: | 24 September 2019 | ||||||
URI: | https://philsci-archive.pitt.edu/id/eprint/23318 |
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