Can you kindly help me in the below query. I have a Time series model - SARIMAX and have a model ( Refer below code )
mod = sm.tsa.statespace.SARIMAX(y,
order=(1, 1, 1),
seasonal_order=(1, 1, 1, 12),
enforce_stationarity=False,
enforce_invertibility=False)
results = mod.fit()
Now, i predict the forecast as
pred = results.get_prediction(start=pd.to_datetime('1998-01-01'), dynamic=False)
pred_ci = pred.conf_int()
So, pred is my object with forecasted values. I wanted to know all the available attributes of the object - "pred" Like : pred.predicted_mean
Kindly help