Basically, I have several design options with 22 variables with a 0-1 option. For each design I have an output which is a real number. So...I would like to know a way to express as clear as possible the effect of all the variables in the output, expressing how well each of the designs did. Any suggestions?
I have (potentially) 2^22 possible designs correct? And I don't know how the variables correlate. So to get a starting general idea I want to display the results graphically in a way that captures information about each design as whole.
Right now I am displaying simply 22 bars showing the variation of the dependent variable when you switch each variable and hold all the rest in a constant "nominal" configuration. This however makes me lose information about how mutually changing variables play a role in the process
I am aware this is an oddly open-question, and I was just looking for suggestions that more experienced people in the field might have