Sentence examples for models evidence for from inspiring English sources
Although neuronal necrosis is commonly seen in most CNS injury models, evidence for apoptotic cell death has also been documented using various histochemical and molecular techniques.
To evaluate the USEI's 3-factor model evidence for factorial validity, a confirmatory factor analysis (CFA) was performed on the items' polychoric correlation matrix using the WLMSV estimator as implemented in Mplus (v. 7, Muthén & Muthén, Los Angeles, CA).
Here we provide in an animal model evidence for a therapeutic effect of environmental enrichment and exercise in the treatment of PTSD.
The ECD search optimized the model evidence for different source locations (and moments) for each participant.
This enabled us to obtain an estimate of the log model evidence for model comparison and to evaluate the posterior densities of the model parameters.
Model fit is evaluated using the Laplace approximation to the model evidence for varying values of K (the number of Dirichlet components).
To determine changes that left MTL damage can produce in the functional organization of interconnected brain regions during WM encoding, we evaluated the model evidence for 12 (DCM) models described in the Materials and Methods section (see Fig. 2 b ).
These conclusions were also largely supported by the EEG data, though the evidence was not as strong, particularly in that the increase in model evidence for local versus global fMRI priors was not significant.
This approach generally increased the predictive model evidence for the Ledalab estimates (i.e. reduced LBF); but the SA estimates from SCRalyze still performed significantly better in 4 out of 5 comparisons, and similar in the remaining one.
One of the limitations of DCM is that is not possible to directly compare Bayesian model evidence for models fitted to different data sets (i.e., familiar face same-size vs. unfamiliar face same-size) as model evidence only reflects a relative statement about a particular model compared with all other models fitted to a particular data set.
Model fitting is achieved by adjusting model parameters to maximize the free-energy estimate (F) of the log model evidence for a given data set (Friston et al. 2003), adjusting for model complexity (in terms of both the number of parameters and dependencies among parameters).
