Machine Learning, Finance, AI, Stock Market, Economics.
when we make the data stationary we loose all the information about how price moved in time and hence we loose it’s memory. and then we loose the predictive power of any model made with such data. so what we need to do? we need to find a way to achieve partial stationarity while loosing partial