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For each set of conditions, 500,000 simulations were done to obtain the mean and sampling variance of the ML estimates.
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Different values xi from the corresponding intervals lead, in general, to different values of the sample mean and sample variance.
This principle is violated by the conventional fitting of normal or lognormal distributions using sample mean and sample variance.
The synthetic dataset without differential gene expression was generated gene by gene as normal variates with mean and variance equal, respectively, to the sample mean and sample variance of the expression levels for each gene, as detected from the real E. crypticus dataset after SVCD normalization.
Calculate sample mean and sample variance of the values in throughput vector. 5.
However, similarly to sample mean and sample variance, the standard EPE approach is non-robust towards outliers [21 23].
Unfortunately, the EPE statistics in (27), like the sample mean and sample variance, lacks robustness towards outliers [21 23].
Let t i = y i − x i and denote the sample mean and sample variance of t i as t ¯ and s2 with the sample size m.
The sample mean,, and sample variance,, are determined from observed data at the forecasting time (T p ). Table 1 Probability distributions.
In Figure 1c, we approximated color ellipsoids to each cluster using principal component analysis, where the sample mean and sample covariances were used.
Robust LOS/NLOS mixture TOA source localization methods for multiple measurements using the error covariance of the sample mean and sample median were proposed.
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