Call: arima(x = FoodInc.AllFrames, order = c(1, 0, 1), seasonal = list(order = c(1, 1, 1), period = 24)) Coefficients: ar1 ma1 sar1 sma1 0.9466 -0.7270 0.3038 -0.9842 s.e. 0.0077 0.0154 0.0186 0.0093 sigma^2 estimated as 3.580e+09: log likelihood = -40244.69, aic = 80499.38