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Moreover, even in the presence of consecutive large outliers, the robust estimators considered estimate the true sign of the cross-correlations although they underestimate their magnitudes.
A more fundamental way of studying the performance of an estimation algorithm is provided by the Cramer-Rao bound (CRB), which is a lower bound (LB) on the error variance of an unbiased estimate [17]; when an estimate exhibits an error variance that is close to the CRB, there is little room to improve the accuracy of the considered estimate.
Similar(58)
If all polymorphisms are considered, estimates of α range from 12%41%%, depending on the estimation method used (Table 3).
Importantly, if participants did not first make independent estimates, discussion greatly harmed accuracy by limiting the range of considered estimates, independent of task type.
All clinical and stressor variables were therefore considered estimates, with possible underreporting.
The figures are considered estimates because they are based on a street count supplemented with statistical extrapolations.
Therefore, conservatively, heritability estimates using our approach should be considered estimates of broad-sense heritability.
We considered estimated values ≥4.4 30 as indicating a potentially dysfunctional way of using defense mechanisms.
For flow indices, DB-dynamic and DB-mid are considered estimates and DB-Einstein as true.
A final possibility would be to forsake point estimation and instead consider estimating bounds for the parameters.
In this paper, we consider estimating multiple Gaussian graphs with a similar sparsity structure.
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