This is strategy determines a level (expressed in a scale from 1 to 100) of correlation between security A (user defined) and security B (used on the chart) closing prices. If the correlation is less than the user defined threshold, a buy signal will be possible. To determine the direction of the trade we can choose between a Simple Moving Average or a Relative Strength Index indicator, both with user defined lengths.
WFA Explained
This strategy includes a simple Walk Forward Optimisation, which is a technique used to evaluate the robustness of the strategy, simulating a live trading environment where the future (the "out-of-sample" period) is not visible yet. The "in-sample" period is where you should optimise the values of the Strategy Inputs that match the ones in the WFA section. Default period value is 1 (or 1/3 of all the candles in the chart). After optimising the first period, the "All" period can be chosen to evaluate the results of our "in-sample" optimisation in an "out-of-sample" period (="All"-"1"). It is also possible (and recommended) to optimise each period (1 and 2) independently and then replace the corresponding values in the WFA section of the inputs panel. The WFA input is used to make those values effective in their corresponding periods.