I am new to time series forecasting and ARIMA.
I am fitting ARIMA model and used auto.arima() in R.
I got following residual plot and I can see lot of significant autocorrelation and partial-autocorrelation.
I need help in interpretation of residual ACF and PACF graphs and how can I further improve the mode? Following is the residual display.