Implications for Model Validation of Multiresolution, Multiperspective Modeling (MRMPM) and Exploratory Analysis

Implications for Model Validation of Multiresolution, Multiperspective Modeling (MRMPM) and Exploratory Analysis

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Examples of the use of multiresolution, multiperspective modeling (MRMPM) and exploratory analysis to validate models not based in settled theory or specific empirical testing. A model and its data may not be fully "valid" but may still be useful and good in more-limited ways. MRMPM and exploratory analysis are valuable for extrapolating, generalizing, and abstracting from small sets of analyses done with detailed models; for top-down planning; and for providing broad, synoptic assessments.