statsmodels.tsa.arima_model.ARIMAResults

class statsmodels.tsa.arima_model.ARIMAResults(model, params, normalized_cov_params=None, scale=1.0)

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