We consider the sample size required for repeated measures studies whe
n the response variable is binary. We propose the use of weighted leas
t squares (WLS) for calculating the minimum sample size required to de
tect some minimum clinically important treatment effect. We provide ta
bulated values of the estimated sample sizes for a simple example and
we discuss some practical considerations in determination of sample si
ze with repeated binary responses.