¥t-Test [starting easy]
HProgram 3dttest
åUsed to test if the
mean of a set of values is significantly different from a
constant (usually 0) or the
mean of another set of values.
HAssumptions
åValues in each set
are normally distributed
åEqual variance in
both sets
åValues in each set
are independent ˆ unpaired t-test
åValues in each set
are dependent ˆ paired t-test
HExample: 20 subjects
are tested for the effects of 2 drugs A and B
åCase 1: 10 subjects
were given drug A and the other 10 drug B.
íUnpaired t-test is used
to test if mA = mB
íEquivalent to one-way
ANOVA with between-subjects design of equal sample size ˆ can also run 3dANOVA
åCase 2: 20 subjects
were given both drugs at different times.
íPaired t-test is used
to test if mA = mB
åCase 3: 20 subjects
were given drug A.
ít-test is used to test if drug effect is significant at
group level: mA = 0