F distribution

From HandWiki


(Also called the Fisher-Snedecor Distribution): if X1 and X2 are random variables that follow normal distributions with arbitrary means and variances Hepa img161.gif and Hepa img162.gif , and if samples of sizes N1 and N2 are drawn from the two distributions, then

Hepa img319.gif

are unbiased estimators of the variances. The quantities

Hepa img320.gif

chi-square distributions with f1=N1-1 and f2=N2-1 degrees of freedom, respectively.

The quotient

Hepa img321.gif

is described by the F distribution with (f1,f2) degrees of freedom. It has the probability density function

Hepa img322.gif

Hepa img323.gif

and the properties 3pt

Hepa img324.gif

In the limit Hepa img325.gif the product f1F approaches the chi-square distribution with f1 degrees of freedom.