The number of degrees of freedom for an F-distribution is determined in a different manner than for a t-distribution or even chi-square distribution.
Confidence intervals and hypothesis tests are two statistical procedures in which the quantiles of the sampling distribution of a particular statistic (e. Download the key differences in . It can also be used to ascertain whether the regression line has a slope different from zero.
There are various approaches to constructing random samples from the Student’s t-distribution. Remember,
the expected value of F is 1, and the expected value of chi-squared
is the (numerator) degrees of freedom.
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The F-distribution with d1 and d2 degrees of freedom is the distribution of
where redirected here
S
1
{\textstyle S_{1}}
and
S
2
{\textstyle S_{2}}
are independent random variables with chi-square distributions with respective degrees of freedom
d
1
{\textstyle d_{1}}
and
{\textstyle d_{2}}
. e where
S
{\displaystyle S}
has been substituted for
{\displaystyle \sigma }
, has a Student’s t-distribution with
n
1
{\displaystyle n-1}
degrees of freedom. .