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I've just updated the package with the latest ctsa code. Now it has a new object-oriented API, but still supports the old functional one. After updating arima to 0.2.1 your example produces such output:
Calling ARIMA as a function will be deprecated in the future
Warning : The Matrix system does not have a unique solutionWarning : The Matrix system does not have a unique solutionWarning : The Matrix system does not have a unique solution
SARIMAX summary:
Exit Status
Return Code : 1
Exit Message : Probable Success
ARIMA Seasonal Order : ( 3, 1, 0) * (0, 0, 0)
Coefficients Value Standard Error
AR1 -0.176149 0.371344
AR2 0.121743 0.359776
AR3 0.024819 0.56106
MEAN 0
SIGMA^2 24.0706
ESTIMATION METHOD : CSS-MLE
OPTIMIZATION METHOD : L-BFGS
EQUATION FORM : x[t] + 0.176149*x[t - 1] - 0.121743*x[t - 2]- 0.024819*x[t - 3]= a[t]
Log Likelihood : -18.0911
AIC criterion : 44.1821
[ 11.567994462089692, 11.881554977033822 ] [ 24.070645510870207, 40.40814531575646 ]
Following example will exit with an error (crash). This error can't be even handled with try/catch:
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