To do research paper I am using ARDL model when I run the model my data, which is Annual time series data, has autocorrelation and multicollinearity problems.
Well since you are using ARDL you must expect your data to HAVE autocorrelation. ARDL stands for autoregressive distributed lags. Best wishes David Booth