Sentence examples for unrestricted model from inspiring English sources
First, one unrestricted model is estimated in the Structural Equation Modelling framework using one paired comparison design.
Previous approaches to the Six Cities dataset overly restrict the parameter space but, by considering the correct invariance, the maximum likelihood is quite naturally improved when treating the full unrestricted model.
Permutational Analysis of Variance (PERMANOVA) and pair-wise comparisons were performed under Type III partial sums of squares and 9999 permutations under the unrestricted model using Monte Carlo simulations to test for differences among bacterial communities at different locations on the unweighted UniFrac and Bray-Curtis dissimilarity matrices.
The third hypothesis is the restricted versus unrestricted model.
We designate C as the full unrestricted model as it includes all the explanatory variables above.
Based on this unrestricted model selection the model effects were tested for plausibility.
Furthermore, the unrestricted models suggest a positive association between suffering both impairments at the same time and the number of doctor and GP visits.
The first column shows the different competing models (i.e., unrestricted models) that consist of extrapolative, adaptive, and regressive processes (described in the previous section), the forward discount ((F_{t}^{t+k}-S_{t})), and expected depreciations ((E_{t}[S_{t+k}-S_{t}])) from the central bank's survey.
To explore the functional relationship between prevalences and time, we fitted Generalized Additive Models, as they are flexible unrestricted models that can properly reflect the true relationship between the variables.
Nevertheless, we found that that the unrestricted nonlinearity model performed better than the non-multiplicative nonlinearity model, and the extra input model performed better than the average of two neighboring unrestricted nonlinearity models.
The unrestricted variances model had the widest credible intervals among the heterogeneous variances models, and the informed variances model based on frequentist approximate distributions had the narrowest credible intervals.
