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C++ API

Function File: cleaned = lazy (X, m, rv)
Function File: [cleaned, diff] = lazy (X, m, rv)
Function File: … = lazy (X, m, rv, imax)

Performs simple nonlinear noise reduction

Inputs

X

Must be realvector. If it is a row vector then the output will be row vectors as well.

m

Embedding dimension. Must be postive integer.

rv

If rv > 0 then it is equal to the absolute radius of the neighbourhoods. If rv < 0 then its opposite (-rv) is equal to the fraction of standard deviation used. It cannot be equal 0.

imax

The number of iterations [default = 1].

Output

cleaned

Vector containing the cleaned data.

diff

Difference between the clean and noisy data.

See the demo for example of how lazy works.

Algorithm Uses TISEAN package lazy

Package: tisean