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For salinity a different strategy was applied where a moving average procedure was carried out, as the data did not suffer from spikes and exhibited almost a constant band of noisy fluctuations.
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A moving average function was used throughout the calculation workflow to minimize noise.
Briefly, the position versus time data exported from NeuronJ was smoothed using a moving average function.
This function can be used in conjunction with a moving average smoother.
a Moving average.
The performances of non-cumulative and cumulative attributes control charts, Shewhart (X and X-bar) and moving average control charts were compared and a moving average control chart calculated on five consecutive samples of one unit with a sampling rate of two samples per week was chosen as a process hygiene criterion to help operators to detect a breaking in their hygiene procedures.
A moving average (n=40) is used to smoothen the lines.
Even though a moving average chart can be plotted using individual data, it does not provide real time feedback in the same way as the LC-Cusum chart because each data point is based on the most recent 20 procedures.
We calculated a moving average of approximately 150 meters for each block segment (i.e., a centered moving average of three 50 m block segments).
A moving average is the average number or reported cases per week at a specific point in time.
For time segments with R-wave artefacts, an average MEG was subtracted, determined as a moving average over 20 heartbeats.
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