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MARD conducts a moving average smoothing, a form of signal processing low-pass filter, upon the raw circular data according to a set of pre-defined conditions selected by the user.
(c) Apply the moving average smoothing technique to each trajectory.
We use moving average smoothing method on the historical data.
An additional moving average smoothing procedure is applied as well (20).
The smaller the value of θ r or θ q, the shorter the time period of moving average (smoothing).
If c n is a constant defined as c n = 1/ nL + nR + 1), then the S-G filtering becomes a moving average smoothing.
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The figure below shows year-over-year nominal (before factoring in inflation) wage growth of non-managers and blue-collar workers, the 80percentt of the private workforce that is particularly dependent on the bargaining-power dynamics described above (the six-month moving average smooths out the series a bit).
This function can be used in conjunction with a moving average smoother.
However, although the absolute disagreement is a function of abundance, the moving average smoother indicates that average disagreement or bias between technical replicates is consistently linear (rather than nonlinear) over the abundance range.
The source results were unchanged when we used other temperature metrics (i.e., moving averages, smoothing splines) in the regression models (data not shown).
Ivanov, et al. [ 6] use the Exponentially Weighted Moving Average smoother to measure timeliness, sensitivity, and specificity of free-text chief complaints (information describing patient's status on the ED visit).
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