Starting with a test statistic for linkage analysis based on allele sh
aring, we propose an associated one-parameter model. Under general mis
sing-data patterns, this model allows exact calculation of likelihood
ratios and LOD scores and has been implemented by a simple modificatio
n of existing software. Most important, accurate linkage tests can be
performed. Using an example, we show that some previously suggested ap
proaches to handling less than perfectly informative data can be unacc
eptably conservative. Situations in which this model may not perform w
ell are discussed, and an alternative model that requires additional c
omputations is suggested.