M/PhzdZdZGddZGddeZGddZGdd eZd S) zD See statsmodels.tsa.arima.model.ARIMA and statsmodels.tsa.SARIMAX. ax statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have been removed in favor of statsmodels.tsa.arima.model.ARIMA (note the . between arima and model) and statsmodels.tsa.SARIMAX. statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and is both well tested and maintained. It also offers alternative specialized parameter estimators. ceZdZdZdZdS)ARMA ARMA has been deprecated in favor of the new implementation See Also -------- statsmodels.tsa.arima.model.ARIMA ARIMA models with a variety of parameter estimators statsmodels.tsa.statespace.SARIMAX SARIMAX models estimated using MLE c*ttNNotImplementedErrorARIMA_DEPRECATION_ERRORselfargskwargss [/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/tsa/arima_model.py__init__z ARMA.__init__!"9:::N__name__ __module__ __qualname____doc__rrrrr-  ;;;;;rrc"eZdZdZfdZxZS)ARIMAa ARIMA has been deprecated in favor of the new implementation See Also -------- statsmodels.tsa.arima.model.ARIMA ARIMA models with a variety of parameter estimators statsmodels.tsa.statespace.SARIMAX SARIMAX models estimated using MLE c:tj|i|dSrsuperrr r r __class__s rrzARIMA.__init__,%$)&)))))r)rrrrr __classcell__rs@rrr sB  *********rrceZdZdZdZdS) ARMAResultsrc*ttrrr s rrzARMAResults.__init__<rrNrrrrr$r$0rrr$ceZdZfdZxZS) ARIMAResultsc:tj|i|dSrrrs rrzARIMAResults.__init__Ar r)rrrrr!r"s@rr'r'@s8*********rr'N)rr rrr$r'rrrr)s ; ; ; ; ; ; ; ; * * * * *D * * * ; ; ; ; ; ; ; ; *****;*****r