The coefficient of determination explains
(a) The amount of variation in the independent variable explained by the dependent variable;
(b) The amount of variation of the observed values round the regression equation;
(c) The amount of variation in the dependent variable that is explained by the independent variable;
d) How much error there is in the Standard Error of the estimate.