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However, they are rarely known exactly and a small estimation error may lead to unfavorable CP estimates.
Depending on the specific experiment, we had used samples of 105 – 106 perturbation experiments to estimate the contributions of the genes, obtaining very small estimation errors.
Then, new estimate is formed as a weighted average of the neighboring estimates, where the weights are optimized to yield a small estimation error covariance.
Therefore, the algorithm can guarantee small estimation errors in the presence of disturbances and have high sensitivity to faults.
On the other hand, arithmetic means had only a small estimation bias for most textures when compared with the mean-like "shift" parameter of the α-stable distributions.
Essentially, a small NN distance is more likely to result in a small estimation error, yet outliers exist; thus, we analyze these failure cases in this section.
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The estimator (5) is biased but exhibits a smaller estimation variance than an unbiased one [9].
The method with smallest estimation error is highlighted and underlined.
It can be seen that the EKF achieves a smaller estimation errors and gives a better CFR estimation.
Furthermore, a novel WFRFT-based pilot structure with smaller estimation error is posed according to the characteristics of spectrum precoders.
The performance of these techniques was compared and the best one with smaller estimation error selected for future estimation of discharge from available data of previous discharge and stage values.
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