Call: arima(x = Films_PartlyCloudy, order = c(1, 0, 1), seasonal = list(order = c(1, 1, 1), period = 24)) Coefficients: ar1 ma1 sar1 sma1 0.9672 -0.7534 0.1844 -0.8603 s.e. 0.0057 0.0136 0.0245 0.0153 sigma^2 estimated as 1.87e+08: log likelihood = -33736.42, aic = 67482.84