Sentence examples for model averaging methods from inspiring English sources

Bivariate analyses were not possible for the Bayesian model averaging methods with the available software.

Animal models using genomic or pedigree relationship matrices and Bayesian model averaging methods were used for training analyses.

We did not observe large differences between GBLUP and Bayesian model averaging methods in persistency of accuracy.

For the Bayesian model averaging methods, the chain length was 160,000 iterations, with the first 50,000 excluded as the burn-in period.

It is important to note, however, that the degree of these changes should be calculated through model averaging methods [ 37, 46].

For the Bayesian model averaging methods, data were pre-corrected for fixed effects solutions obtained from PBLUP to enable use of family means to include phenotypes from non-genotyped progeny of genotyped animals (see [ 10] for details).

In addition, the project attempts to identify the most efficient model averaging method and the optimal number of models to include in the weighting scheme.

Moreover, when optimally merged with respect to the streamflows forced by the two near real-time satellite precipitation products and all the three satellite precipitation products using the Bayesian model averaging method, the resulted streamflow series further improved and became more robust.

Random forests is an example, as is the Bayesian model averaging method previously used to model the regulation of splicing.

See [ 10] for details. 3) BayesA - a Bayesian model averaging method described by [ 1]. 4) BayesCπ - a Bayesian model averaging method similar to the Bayes-B method in [ 1] but including an estimation of the proportion of SNP with zero effects and assuming a common variance for all fitted SNP [ 11].

Habier et al. [ 4] compared the decline in accuracy over generations for different methods of breeding value estimation and found that the Bayesian model averaging method Bayes-B of [ 1] outperformed fixed regression least squares and a model equivalent to genomic BLUP, i.e., the BLUP animal model using marker-based relationships.