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FOSSEE Signal Processing Toolbox >> FOSSEE Signal Processing Toolbox > diffpara

diffpara

Return the estimator D for the differencing parameter of an integrated time series

Calling Sequence

[D, DD] = diffpara (X)
[D, DD] = diffpara (X, A)
[D, DD] = diffpara (X, A, B)

Parameters

X:

Input scalar or vector.

DD:

The estimators for all frequencies in the intervals described above.

D:

The mean of DD

Description

Return the estimator D for the differencing parameter of an integrated time series.

The frequencies from [2*pi*a/t, 2*pi*b/T] are used for the estimation. If B is omitted, the interval [2*pi/T, 2*pi*a/T] is used. If both B and A are omitted then a = 0.5 * sqrt (T) and b = 1.5 * sqrt (T) is used, where T is the sample size. If X is a matrix, the differencing parameter of each column is estimated.

The estimators for all frequencies in the intervals described above is returned in DD.

The value of D is simply the mean of DD.


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