The popularity of "non-parametric" linkage analysis using moderate and larg
e sized pedigrees has increased in the last few years. Only a few of the ex
isting allele-sharing statistics are applicable to general pedigrees, and e
ven fewer are in common use. Little research has been done to compare the p
ower of these statistics. We present some preliminary investigations into t
he power of the most popular general-pedigree allele-sharing statistics. We
show that there are indeed non-trivial differences among the statistics, a
nd that further studies are warranted. In particular, pedigree structure an
d the degree of recessiveness of the trait appear to be critical factors in
determining which statistics are most powerful. Genet. Epidemiol. 19(Suppl
1):S92-S98, 2000. (C) 2000 Wiley-Liss, Inc.