Confidence Interval on Difference Between Means, Independent Groups, Standard
Deviation Estimated (1 of 7)
Following the
general formula for a
confidence interval, the formula for a
confidence interval on the difference between means ( M
1 -
M
2) is:
M
d ± (t)(
)
where M
d = M
1 - M
2 is the statistic
and
is
an estimate of
(the
standard error of the
difference between means).
t depends
on the level of confidence desired and on the
degrees of freedom. The estimated standard error,
,
is computed assuming that the
variances in the two
populations are equal. If the two sample sizes are equal
(n
1 = n
2) then the population variance σ² (it
is the same in both populations) is estimated by using the following
formula:
where MSE (which stands for mean square error) is an estimate of σ². Once
MSE is calculated,
can be
computed as
follows: