The score test of Dudoit and Speed [(2000) Biostatistics 1:1-26] to detect
linkage between a trait locus and a marker locus, using identity by descent
data on sib pairs, is extended to other types of relative pairs (grandpare
nt/grandchild, avuncular, and half-sib relationships). The test is based on
the likelihood of the recombination fraction theta between trait and marke
r loci, conditional on phenotypes of the relatives. We present results of s
imulation studies characterizing power and robustness properties of this li
nkage score test, and compare the power of the score test to that of the cl
assical and modified Haseman-Elston tests. The score test has considerable
power, particularly under sampling schemes where selection is on double pro
bands. Use of a generic additive model [Goldstein et at., submitted] with a
llele frequency p = 0.2, heritability H = 0.3, and a moderate residual corr
elation of rho = 0.2 resulted in a very good overall performance across a w
ide range of trait-generating models. Genet. Epidemiol. 19(Suppl 1):S85-S91
, 2000. (C) 2000 Wiley-Liss, Inc.