Sentence examples for the auxiliary data from inspiring English sources

The auxiliary data set contains information about the conditional distribution of the variables of interest given the proxy variables.

The gain in precision did not outweigh the extra costs of collecting the auxiliary data.

The second estimator is proposed by the authors, and utilizes the auxiliary data to a larger extent.

To derive the relationships between ECe (from soil surface to 1 m) and the auxiliary data, regression tree analysis was applied.

This analysis demonstrates the value that the interferometer adds to the current CryoSat-2 configuration, and highlights the importance for non-interferometric SAR Level-2 processing of the auxiliary data used to identify the location of the echoing point.

Since the information of adjacent pixels is utilized, the size of the auxiliary data decreases.

In this study, we first analyse the field estimates measured by both teams and validate the correlation between the model auxiliary data, LiDAR predictors, and the corresponding field estimates.

Specifically, when the training data in the target task are insufficient for a good data modeling, it transfers the useful knowledge from the related auxiliary data which are from another task to enrich the data features.

The available auxiliary data can be aggregated at the population level, at the domain level, or at an intermediate level.

Correspondences between the instances of the domains are not assumed in this case when using the heterogeneous auxiliary data.

As it is indicated, the proposed method outperforms the other methods especially in low embedding bit rate due to decreasing the required auxiliary data.