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As shown in Example 2, no accurate correction can be obtained when there are not enough neighboring data.
If the same numbers of neighboring data points on either side of the target point are available, then the weight function is symmetric (Cleveland 1979).
These methods, similar to the SMA and S G filters, use neighboring data points to estimate smoothed value, and hence, they are local smoothing methods.
Similar to graphical models which account for the influence of neighboring data, in our case we take into account those neighboring frames by merging consecutive frames in a single word.
The PubChem-(A) set represents the entire chemical space spanned by compounds stored in PubChem [1] whose CID is less than or equal to 60,182,254, reflecting those CIDs with both 2-D and 3-D neighboring data available at the time of analysis.
First, they account for the non-independence of neighboring data points.
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The key idea of INEMO is that all sensor nodes maintain small sets of latest neighboring RSS data and utilize the data sets as reference in target positioning.
In cases that passed this criteria but still contained one or more unsolvable entries in the time series, the missing data was linearly interpolated by the time points neighboring the data in question using the 'approx' interpolation function in R, implemented by the zoo package (Zeileis and Grothendieck, 2005).
In neighboring France, data from Markit showed that business activity shrank in January at the fastest pace since the trough of the global financial crisis.
Furthermore, to assess the significance of our correlation results, p values were calculated with neighboring column data.
Bad channels were replaced by values interpolated from neighboring channel data.
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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