What is the difference between the coefficient of simple determination and that of multiple determination?
The coefficient of simple determination tells the proportion of
variance in one variable that can be accounted for (or explained)
by variance in another variable.
The coefficient of multiple determination is the Proportion of
variance X and Y share with Z; or proportion of variance in Z that
can be explained by X & Y.