Derivation of the F-distribution as a Ratio of Scaled Chi-Squared Distributions

Students frequently conflate the numerator

d_1

with the denominator

d_2

. Remember that

d_1

belongs to the numerator

U

; swapping these leads to the reciprocal distribution, which changes the shape of the density significantly.

Institutional Reference: Applied Statistics