"What I'm asking here is why there's a rule to combine probabilities with values by multiplication in the first place.  Why not square the probabilities and multiple the values by that, instead?"

"What I'm asking here is why there's a rule to combine probabilities with values by multiplication in the first place.  Why not square the probabilities and multiply the values by that, instead?"