ARIMA
Fit ARIMA models or let auto_arima
choose orders.
using Durbyn
using Durbyn.Arima
ap = air_passengers()
fit = arima(ap, 12, order = PDQ(2,1,1), seasonal = PDQ(0,1,0))
fc = forecast(fit, h = 12)
fit2 = auto_arima(ap, 12, d = 1, D = 1)
fc2 = forecast(fit2, h = 12)
plot(fc)