Call: arima(x = Up.AllFrames, order = c(1, 0, 1), seasonal = list(order = c(1, 1, 1), period = 24)) Coefficients: ar1 ma1 sar1 sma1 0.9638 -0.8266 0.1702 -0.9146 s.e. 0.0066 0.0133 0.0216 0.0128 sigma^2 estimated as 2.335e+09: log likelihood = -43893.6, aic = 87797.2