Sentence examples for borrowing strength from inspiring English sources

Small-area estimation reduces the variance of estimators by "borrowing strength" across subsets.

Recall that within this paradigm, the dependence of each group is assessed individually while borrowing strength from the other groups.

The approach uses related meta-analyses to improve estimation by borrowing strength on the degree of bias.

It is shown that the commonly adopted assumption of random effects is not necessary for exploiting the similarity of the districts (borrowing strength across the districts).

Borrowing strength, i.e. the optimal estimation of experiment-specific unknown forward model inputs, is introduced as a means for combining information in inverse problems.

Borrowing strength from the potential outcomes causal analysis framework, the discussion focuses on the issues of study design and identification strategy and how they have influenced the current state of the field.

For each station, we estimate the model parameters by maximizing a weighted likelihood, which assigns weight to data at stations nearby, borrowing strengths from them.

Model based approaches have offered several advantages to these estimation problems, including increased precision by "borrowing strengths" across the various sites based on available auxiliary variables, including their relative locations in space.

We may need to appropriately integrate multiple information sources to repress the noise in existing PPI datasets by borrowing strengths from each other.

The weighted likelihood is a generalization of the likelihood designed to borrow strength from similar populations while making minimal assumptions.

This estimator borrows strength across areas through the model and makes use of the survey weights to preserve the design consistency as the area sample size increases.