Sentence examples for parametric distributional from inspiring English sources

For both models, the components have the same parametric distributional form and hence the same number of formal parameters.

The discussion of robustness includes (i) parametric, (ii) distributional, and (iii) higher-order moment robustness.

Therefore, bootstrapping far outperforms the parametric methods when distributional assumptions are not met.

Two types of probability-boxes are distinguished: free and parametric (also called distributional) p-boxes.

In this parametric model, the distributional form of the error term needs to be predetermined to estimate the parameters.

In this paper, we present a comparative study of bias correction methods for regional climate model simulations considering the distributional parametric uncertainty underlying the observations/models.

To assess the uncertainty propagation into the system's outputs, power series expansion (PSE) is employed in the presence of distributional parametric uncertainties.

DIF methods may be divided into parametric methods, requiring distributional assumptions of a particular model, and non-parametric methods that are distribution-free.

The fractional logit model is similar to generalized linear regression models [ 6]; however, it does not make any fully parametric assumptions regarding the distributional form for the response variable.

Due to the uncertainty on the parametric assumption of the distributional forms, confidence intervals were calculated using a bootstrapping simulation process which is a data-based simulation method for assigning measures of accuracy to statistical estimates, used to produce inferences such as confidence intervals without knowing the type of distribution from which a sample has been taken.

While there have been recent advances in distributional theory and parametric inference for 3-D rotation data, instances still exist where it may be difficult to find an appropriate model to fit to a data set.