statsmodels.tsa.arima_model.ARIMAResults¶
-
class
statsmodels.tsa.arima_model.
ARIMAResults
(model, params, normalized_cov_params=None, scale=1.0)[source]¶ Methods
aic
()arfreq
()Returns the frequency of the AR roots. arparams
()arroots
()bic
()bse
()cov_params
()fittedvalues
()forecast
([steps, exog, alpha])Out-of-sample forecasts hqic
()llf
()mafreq
()Returns the frequency of the MA roots. maparams
()maroots
()plot_predict
([start, end, exog, dynamic, ...])Plot forecasts predict
([start, end, exog, typ, dynamic])ARIMA model in-sample and out-of-sample prediction pvalues
()resid
()summary
([alpha])Summarize the Model summary2
([title, alpha, float_format])Experimental summary function for ARIMA Results Attributes
use_t