Sentence examples for unbiased realization from inspiring English sources
Enrichment was followed by de novo sequencing to enable an unbiased realization of all possible sequences in the sample.
In fact, the average over a set of realization is an unbiased estimator of the mathematical expectation of a RV.
In the first method, the threshold parameter and the shrinkage parameter are jointly optimized for each channel realization to minimize a Stein unbiased risk estimate (SURE) of the MSE of the MIMO channel estimation.
We refer to this approach as unconditional because, in a three-stage trial, for example, it produces an estimate of the treatment effect regardless of whether the trial stops at stage one, two, or three and it is therefore unbiased by definition when one averages across all possible realizations of the sequential trial.
The graphs show that the estimation by the parametric method is almost unbiased even if the sample size is relatively small, both for dichotomization and trichotomization for variables whose realizations in healthy and diseased groups have a similar central tendency, whereas the naïve repeated search method shows non-negligible bias even when the sample size is large (n = 300).
Note that the drawn plausible values are realizations of the true score under the structural multilevel model given the sum score as an unbiased estimate of the true score.
