t¼
x 1 x 2
SEðx 1 x 2 Þ
where
SEðx 1 x 2 Þ¼sp
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi
1
n 1
þ
1
n 2
s
s^2 p¼
ðn 1 1 Þs^21 þðn 2 1 Þs 22
n 1 þn 2 2
This test is referred to as atwo-sample t testand its rejection region is deter-
mined using thetdistribution atðn 1 þn 2 2 Þdegrees of freedom:
For a one-tailed test, use the column corresponding to an upper tail area
of 0.05 andH 0 is rejected if
tatabulated value forHA:m 1 <m 2
or
tbtabulated value forHA:m 1 >m 2
For a two-tailed test orHA:m 10 m 2 , use the column corresponding to an
upper tail area of 0.025 andH 0 is rejected if
tatabulated value or tbtabulated value
Example 7.5 In an attempt to assess the physical condition of joggers, a
sample ofn 1 ¼25 joggers was selected and their maximum volume of oxygen
uptake (VO 2 ) was measured with the following results:
x 1 ¼ 47 :5mL=kg s 1 ¼ 4 :8mL=kg
Results for a sample ofn 2 ¼26 nonjoggers were
x 2 ¼ 37 :5mL=kg s 2 ¼ 5 :1mL=kg
To proceed with the two-tailed, two-samplettest, we have
s^2 p¼
ð 24 Þð 4 : 8 Þ^2 þð 25 Þð 5 : 1 Þ^2
49
¼ 24 : 56
sp¼ 4 : 96
254 COMPARISON OF POPULATION MEANS