statsmodels.tsa.arima_process.ArmaProcess.invertroots

ArmaProcess.invertroots(retnew=False)

Make MA polynomial invertible by inverting roots inside unit circle

Parameters:retnew (boolean) – If False (default), then return the lag-polynomial as array. If True, then return a new instance with invertible MA-polynomial Returns:

• manew (array) – new invertible MA lag-polynomial, returned if retnew is false.
• wasinvertible (boolean) – True if the MA lag-polynomial was already invertible, returned if retnew is false.
• armaprocess (new instance of class) – If retnew is true, then return a new instance with invertible MA-polynomial