Sentence examples for nearly unbiased from inspiring English sources

The approximation enables nearly unbiased variance estimation, where the bias is primarily due to the limited number of simulations.

Accordingly, a variety of statistical techniques have been designed for postprocessing raw ensemble forecasts to yield more nearly unbiased and correctly calibrated predictive distributions.

In this paper, we propose an alternative test, called nearly unbiased test, which is shown numerically to have power substantially larger than existing tests.

Biometrics 52, 607 612] use simulations to show that a modified F-test based on an estimate of the within subjects covariance matrix allows for nearly unbiased tests.

Ensemble estimates were nearly unbiased (MBE = 1.98%) and overall RMSE (root mean square error) was 24.29% across an independent spatial and temporal dataset.

The leave-one-out estimator is nearly unbiased as an estimator of.

AMLE allows for a "nearly unbiased" estimation of instantaneous dissolved stream constituent load [33].

However, l 1-SVD can work properly and get nearly unbiased results when distinguished signals are close to each other in α domain but well separated to each other in β domain while 2D- l 1-SVD gets biased results in the α domain.

The two model selection methods have been chosen as they are known to provide nearly-unbiased estimates of model parameters and are effective in avoiding model over-fitting, which is essential for the proper selection of polynomial orders in the presence of noise.

Basically, it decreases the optimistic bias of the simple resubstitution error estimate (agreement-checking on the training data) by means of suitable bolstering probability density kernels placed at each training data point, producing a nearly-unbiased and low-variance estimator.

However, even under conditions ideally suited for the standardized model, the adjusted model yielded a nearly identically unbiased estimate.