I'm fitting a stock price time series data to ARIMA model and I have a question about the assumption.
Is it that ARIMA only applies to stationary data? The ACF and PACF of the data (and the logged return too)both show it's non-stationary. So can I still fit ARIMA to it?
The residuals of the fitted model actually shows it works quite and well. But I worry about the assumption.