If I standardize my dependent and independent variable, and run a linear regression between them, the slope estimate which I have will be standardised. The variables were standardised by subtracting the mean and dividing by twice the standard deviation. I know the means and SD of the input variables
Is there any way, I can unstandardise the slope (perhaps the obvious answer is to run the regression between dependent and independent variable without standardizing them, but lets say, for the sake of argument, I cannot unstandardize my dependent and independent variables). What would be the best solution to this.
If the question is not clear, please let me know and I will try my best to restructure the question.