Call: arima(x = TravelAndEvents_Cleveland, order = c(1, 0, 1), seasonal = list(order = c(1, 1, 1), period = 24)) Coefficients: ar1 ma1 sar1 sma1 0.9327 -0.6968 0.1632 -0.9246 s.e. 0.0098 0.0193 0.0207 0.0091 sigma^2 estimated as 2.165e+09: log likelihood = -37517.5, aic = 75045.01