Sentence examples for model evidence from inspiring English sources

This approach links computationally-efficient deterministic model updating with asymptotic Bayesian inference to provide regularization based on maximal model evidence.

Estimates are also provided for uncertainties and model evidence, along with an interesting measure of parameter efficiency.

Both the model evidence and the posterior moments are related to the expansion coefficients.

Ulusen, D. et al. Comparisons of Cassini flybys of the Titan magnetospheric interaction with an MHD model: evidence for organized behavior at high altitudes.

Diffenbaugh, N. S. & Scherer, M. Observational and model evidence of global emergence permanent, unprecedented heat in the 20th and 21st centuries.

The study provides rare field (as opposed to model) evidence showing that the impact of land use on flood peaks is moderated by catchment saturation and by extreme rainfall.

Fig. 5 Showing learner model evidence.

where the denominator ∫p(X|Φ, γ pd Φ = p(X|γ) is the model evidence (marginal likelihood).

For example, in xOLM, Van Labeke et al. (2007) use each of the above in the learner model representation except rebuttal (the reason given is that the learner model evidence relates to abilities).

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).

This uncertainty may also be shown to users by adapting the visualisation in some way (Demmans Epp and Bull 2015) or provided through showing the learner model evidence calculations (Bull et al. 2016; Johnson et al. 2013a).