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- W3123459872 abstract "A common strategy for simplifying complex systems involves partitioningthem into subsystems whose behaviors are roughly independent of one another at shorter time-scales. Dynamic causal models (Iwasaki and Simon, 1994) explain how doing so reveals a system's non-equilibrium causal relationships. Here I use these models to elucidate the idealizations and abstractions involved in representing a system at a time-scale. The models reveal that key features of causal representations - such as which variables are exogenous - may vary with the time-scale at which a system is considered. This has implications for debates regarding which systems can be understood causally." @default.
- W3123459872 created "2021-02-01" @default.
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- W3123459872 date "2020-01-01" @default.
- W3123459872 modified "2023-09-27" @default.
- W3123459872 title "Near-Decomposability and the Time-Scale Relativity of Causal Representations" @default.
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