Knowing the answers, we used the GAW11 data set to compare the power and ef
ficiency of discordant versus concordant affected sib pairs for qualitative
traits at different levels of penetrance. Samples of 200 concordant sib pa
irs outperformed discordant sib pairs for low penetrance (40%) and 70% pene
trance models while at 90% penetrance they performed equally well. Increasi
ng the sample size of discordant sib pairs to twice that of concordant pair
s was not enough to reach the power of concordant sib pairs at the 40% and
70% penetrance models. For low penetrance using a combination of concordant
and discordant sib pairs resulted in higher power than using discordant si
b pairs alone. At 90% penetrance, the power of concordant and discordant si
b pairs was similar in the region close to the gene while concordant sib pa
irs performed better at locations further from the gene. (C) 1999 Wiley-Lis
s, Inc.