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The new approach is referred to as "DEA-Discriminant Analysis (DEA-DA)" that is designed to identify the existence of an overlap between two groups, then determining the group membership of a newly sampled observation.
We resampled random samples from each week's dataset and constructed a sampled observation dataset for each week that was equal in size to the original dataset.
To do so, using the fact that it is sufficient, under mild assumptions about the noise, to work at the symbol rate after the matched filtering operation by v -t)*, where * is the complex conjugation operation, the sampled observ -ton vector x v (nT) at the output of v(-t)* can be whereen as x v ( n T ) = μ s e j ϕ s a n s + b T v ( n T ) (4).
Based on the additional sampled observation data, we can then approximate the clock offset by using the CPF.
In order to provide a consistent amount of observation data in the presence of errors during timing message transmissions, new sampled observation data from the original observation data are generated via the BS.
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This is unfortunate, because in these fields often only a few discrete time (sampled) observations are available for analysis (e.g., daily, weekly, yearly, etc.).
In this case, a total of 100 individuals were simulated with asymmetrically sampled observations.
To check for this, we used a resampling approach where we randomly sampled 1 observation per individual, used these sampled observations to estimate proportional makeup, and repeated this multiple times (n = 100).
This may be due to the fact that kriging is a spatial smoothing tool that provides an optimal average over the region based on sampled observations.
A sample observation came from Leighton Meester, who plays Blair Waldorf: "This city is so amazing and full of life".
Sample observation: "a desperately dull opening, for which I would normally give Stephen my slightly more middle-class version of the Alex Ferguson hairdryer treatment, but since he only needed a draw, it was forgivable just this once".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com