Sentence examples for multiple prior specifications from inspiring English sources

If multiple prior specifications are used, as we did in all our examples, include information about the sensitivity analysis.

The impact of specific prior specifications is reduced by calculation of combined estimates from multiple specifications.

Also here, we compared estimates from single prior specifications with combined estimates from multiple ones.

These prior specifications are not fixed; they can be adjusted to specific forecast situations.

Despite these different prior specifications, the resulting marginal posterior densities are (very) similar Fig. 16 Prior sensitivity analysis: marginal posterior densities for σ in the validating forecasts for Danish women of our model using different prior specifications.

We considered four prior specifications.

We evaluated these GEBV for single prior specifications and their averages across the four prior specifications considered.

Also for cross-validation, averaging GEBV across prior specifications improved accuracy, when compared to single prior specifications.

In the section covering our real-life example, we base our prior specification on previous research results, but in the current section we discuss several hypothetical prior specifications.

We assessed the sensitivity of single analyses by comparing results under varying prior specifications, and for MCMC additionally under identical prior specifications to detect convergence or mixing problems.

The other prior specifications in Figure 1 are not available in Mplus.