Stabilize the center and scale of a timeseries using robust regression of
DCT bases on the first and second moments.
rob_scale(x, center = TRUE, scale = TRUE, lmrob_method = "MM", rescale = TRUE)
Arguments
x |
The timeseries to stabilize. |
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center, scale |
Center and scale? Default: TRUE for both. If
scaling but not centering, the data must already be centered; otherwise,
the results will be invalid. Can also be the number of DCT bases to use for
robust stabilization of center/scale; TRUE will use 4 . |
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lmrob_method |
The lmrob_method argument to robustbase::lmrob . |
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rescale |
After stabilizing x , re-center and re-scale
to the original mean and variance? Default: TRUE . |
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Value
the timeseries with its center and scale stabilized