I have a process with 15 effective variables. I could record 9 variables to study its effect on process.
I am looking for an appropriate factor to estimate the value of effectiveness of each factor. I believe p-values, standardized coefficients, partial correlation and partial $R^2$ are the potential solutions in this regard.
Which one is more useful in informing the degree of effectiveness of each variable on scale of 0 to 100?