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Even one outlying observation can destroy an LS estimation, resulting in parameter estimates that do not provide useful information for the majority of the data.
However, many studies skipped over scaling the latent variables before estimation, resulting in non-robust results.
Note that the larger geometric gains lead to the higher accuracy of channel estimation, resulting in a higher performance of the cooperation system.
Models were evaluated using maximum likelihood estimation, resulting in a likelihood function, which states the probability of obtaining a set of observations.
Each iteration of the training procedure consists of time alignment by dynamic programming (Viterbi algorithm) followed by parameter estimation, resulting in segmental k-means training procedure [3, 4].
The models have all problems of reproducing the magnetization current details and there are substantial differences between the models in residual flux estimation resulting in quite different inrush patterns.
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The ICA estimation resulted in 29 independent components.
Anthony Watts has posted a package at his blog on a new paper (like Muller's pre-publication) concluding that United States temperature trends in recent decades "are spuriously doubled, with 92% of that over-estimation resulting from erroneous NOAA adjustments of well-sited stations upward.
Compliance estimations resulted in errors below 1 ml/ cmH2O.
Thus, our estimations result in density values that range from 76 to 198 PEGs/USPIO.
The estimation results will be given as point estimates and confidence intervals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com