Hi Ravindra Muley thanks for your question. You can adopt a variety of tests. For instance, the Breusch and Pagan test to trace heteroskedasticity, Wooldridge test for autocorrelation, Breusch-Godfrey test for autocorrelation test. You can also use the cross-sectional dependence (CD) test