| E. Bradley, "Time-Series Analysis," in M. Berthold and D. Hand, editors, An Introduction to Intelligent Data Analysis, Springer Verlag, 1999. |
....and domain knowledge dictate what analysis tools Pret should use to build and test models. Tools higher in this table are more general but their results can be less powerful. System Type Analysis Tools Cell dynamics[53] Nonlinear Delay coordinate embedding[74] Nonlinear time series analysis[14,80] Linear Linear system analysis[70] Restricted linear Domain dependent (e.g. 21] Reasoning about model building proceeds in the obvious manner, given this hierarchy: if no domain knowledge about the target system is available (i.e. the true black box situation) then models are constructed ....
E. Bradley. Time-series analysis. In M. Berthold and D. Hand, editors, Intelligent Data Analysis: An Introduction. Springer, 1999. 50
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E. Bradley, "Time-Series Analysis," in M. Berthold and D. Hand, editors, An Introduction to Intelligent Data Analysis, Springer Verlag, 1999.
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