auto_arima(df1['Births'],seasonal=False).summary()
SARIMAX Results Dep. Variable: y No. Observations: 120 Model: SARIMAX Log Likelihood -409.745 Date: Mon, 23 Aug 2021 AIC 823.489 Time: 06:55:06 BIC 829.064 Sample: 0 HQIC 825.753
- 120
Covariance Type: opg
coef std err z P>|z| [0.025 0.975] intercept 39.7833 0.687 57.896 0.000 38.437 41.130 sigma2 54.1197 8.319 6.506 0.000 37.815 70.424 Ljung-Box (L1) (Q): 0.85 Jarque-Bera (JB): 2.69 Prob(Q): 0.36 Prob(JB): 0.26 Heteroskedasticity (H): 0.80 Skew: 0.26 Prob(H) (two-sided): 0.48 Kurtosis: 2.48
Warnings: [1] Covariance matrix calculated using the outer product of gradients (complex-step). auto_arima(df1['Births'],seasonal=False) auto_arima(df1['Births'],seasonal=False)
