Sentence examples for model averaging method from inspiring English sources

Initially, the optimal model was selected using Bayesian Model Averaging method.

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.

This study first focuses on comprehensive evaluating three widely used satellite precipitation products (TMPA 3B42V6, TMPA 3B42RT, and CMORPH) with a dense rain gauge network in the Mishui basin (9972 km2) in South China and then optimally merge their simulated hydrologic flows with the semi-distributed Xinanjiang model using the Bayesian model averaging method.

To calculate Ka, Ks and Ka/Ks, a model averaging method was selected.

The BMA package in R [ 11] is an implementation of the Bayesian model averaging method.

Baseline linear (factor) models also "win" around 1/3 of the time, as do model averaging methods.

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.

Model averaging methods allow parameter estimation that accounts for model uncertainty by averaging over all (or selected) models considered, and weighting each model by its likelihood [ 5].