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statsmodels.tsa.tsatools.add_trend

statsmodels.tsa.tsatools.add_trend(X, trend='c', prepend=False, has_constant='skip')[source]

Adds a trend and/or constant to an array.

Parameters:

X : array-like

Original array of data.

trend : str {“c”,”t”,”ct”,”ctt”}

“c” add constant only “t” add trend only “ct” add constant and linear trend “ctt” add constant and linear and quadratic trend.

prepend : bool

If True, prepends the new data to the columns of X.

has_constant : str {‘raise’, ‘add’, ‘skip’}

Controls what happens when trend is ‘c’ and a constant already exists in X. ‘raise’ will raise an error. ‘add’ will duplicate a constant. ‘skip’ will return the data without change. ‘skip’ is the default.

See also

statsmodels.add_constant

Notes

Returns columns as [“ctt”,”ct”,”c”] whenever applicable. There is currently no checking for an existing trend.

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