Sentence examples for over shrinkage from inspiring English sources

Thus, to minimize the effects of over shrinkage and under shrinkage, a potential improvement would be to estimate w i for each individual, were SHAVE will likely outperform the Average even in balanced datasets.

There was suboptimal calibration due to over-shrinkage.

The calibration plots showed that there was over-shrinkage of coefficients.

The calibration plots in Figure  4 show that there was over-shrinkage of the coefficients.

In a case with over-shrinkage,, implying that low predictions of the outcome will be too high and high predictions too low.

A penalty on canonical eigenvalues tended to result in over-shrinkage, i.e. causing a downward bias of the largest and an upward bias of the smallest values.

There was suboptimal calibration due to over-shrinkage, apparent from the mean β LP 's which were > 1 in both the NM and WM settings with both n=250 and 1000.

Estimates of SNP effects with emBayesR when PEV were accounted for were much closer to those from BayesR, although there was still some over-shrinkage, particularly of small effects.

However, while quadratic penalties on eigenvalues or eigenvalues transformed to logarithmic scale have been found to be highly effective when the corresponding population values are similar, they resulted in substantial over-shrinkage when population values were spread apart [ 3, 15, 19].

For her part, Elizabeth has presided over the shrinkage of the realm, virtually to a core.

Crude complication rates among patients with less than 10, 10 20 and over 20percentnt shrinkage were 12·5, 7·8 and 2·9percentnt respectively (P = 0·002).