Call: arima(x = ToyStory3.AllFrames, order = c(1, 0, 1), seasonal = list(order = c(1, 1, 1), period = 24)) Coefficients: ar1 ma1 sar1 sma1 0.9496 -0.7491 0.2730 -0.7210 s.e. 0.0087 0.0171 0.0537 0.0435 sigma^2 estimated as 573805474: log likelihood = -28175.1, aic = 56360.21