Non-stationarity in data cut across a lot of fields, not just Finance but inclusive will be primarily Climate monitoring, Macroeconomics, etc. The need to effectively model/forecast these types of data creates an interesting challenge due to the problem of non-stationarity. Non-stationarity means the data exhibit changes in mean, variance, or…