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Diffenbaugh, N. S. & Scherer, M. Observational and model evidence of global emergence permanent, unprecedented heat in the 20th and 21st centuries.
For each configuration, the VB-ECD algorithm varied the locations and moments of all dipoles iteratively to maximize the model evidence of the solution.
The resulting dipole locations are free to move outside of the prior distribution, although the model evidence of the result is a balance between the likelihood of the model given the data, and the (Kullback-Leibler) divergence between the posteriors and the priors (cf. the model complexity).
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However, the relative model evidences of models can be only compared within the same data sets (ATD and placebo, separately) and not across treatments.
32 In multivariable models, evidence of the effect of mothering status on mental health was mixed.
Despite the promising results in the treatment of TBI in animal models, evidence of successful antioxidant therapy in clinical practice is limited [ 143].
In these models, evidence of mechanical allodynia (a hypersensitivity to non-noxious mechanical stimuli) is commonly identified, with allodynia occurring at as early as two days post-procedure and persisting out to two to six weeks [ 6, 8- 15].
Models are scored in terms of 'model evidence' (more accurately, an approximation of the model evidence called variational free energy), and is a compromise between model accuracy and model complexity, avoiding bias towards over-fitting models that are less generalizable.
The geospatial crop model showed evidence of both spatial and temporal variability of crop yield at the county level.
The model shows evidence of a pronounced local effect that is significantly greater than the global effect.
The fact that only one year on, cities and countries around the world want to adopt the ODI model, is evidence of how quickly the open data revolution is spreading.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com