What does Mean Squared Error (MS) measure in the context of regression analysis?
a. The average of the squares of the differences between observed and predicted values
b. The average absolute differences between the predicted and actual values
c. The square root of the average squared differences between predicted and actual values
d. The proportion of variance explained by the model