We propose a probability model to impute missing identical-by-descent
(IBD) vectors for linkage analysis, when adjacent marker loci are type
d and interference is estimable. A chromosome-based IBD distribution,
conditioned on available marker data, is computed using a fast algorit
hm to estimate the joint probability of genes IBD at several equally s
paced linked loci. Weighted IBD vectors are then used in various test
statistics for linkage analysis. As an example, we analyzed the 18 aff
ected sib pairs in the GAW9 Problem 1 data set using Risch's led-score
test. (C) 1995 Wiley-Liss, Inc.