When carrying out an F test to determine if the addition of extra predictor variables results in a significant reduction in the error sum of squares, what are the degrees of freedom of the numerator and denominator of the F statistic?
a) (p, n - p)
b) (n - p, p)
c) (p - 1, n - p)
d) (n - p, p - 1)
