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Within data sets, the predictive ability of the models varied only slightly between traits.
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Three models, which varied only in the parameter α, were implemented for each dataset.
While Bayesian methods can be used to examine the uncertainty introduced by parameter calibration (e.g. Kennedy and O'Hagan 2001; Denlinger et al. 2012; Anderson and Segall 2013; Madankan et al. 2014), often inversion of volcanic plume models has varied only a single member of the set of source conditions while leaving others at fixed 'characteristic' values.
It reproduces the 20-year repeat time of Parkfield quakes, but the real quake cycle length varies from 12 years to 38 years; the model cycle varied only from 15 to 25 years.
In this study, we implemented several parameters to the cell model, but varied only one of the four parameters, ACTIVATION THRESHOLD, DRAGGING TIME, SINGLE MOVING DISTANCE, and GAP PREFERENCE, for each cell type in each simulation; all other parameters were kept the same for all cells in the simulation.
However, because in most dynamical models the structure remains fixed or is varied only slightly, the results cannot be readily generalized.
In HM wards the self-identification varied, only one using a name that explicitly reflected the hybrid nature of the organizational model.
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Our measurements varied only slightly.
Melanopic contrast varied only in positive values.
36 Depression screening questionnaires varied only minimally.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com