In an F-2 population, the alleles at two loci with a recombination fra
ction r < 0.5 are in linkage disequilibrium. If r is small, then a poo
l of DNA from k diploid individuals that are fixed at one locus has a
relatively high probability (P = (1 - p)(2k)) of containing only the c
oupled allele at the second locus. Based on this principle, several me
thods have been described to detect linkage (using one or two pools) o
r to estimate r (using a group of n pools). This report compares maxim
um likelihood and approximate estimators of r for use in pooled-DNA an
alysis and illustrates the use of this analysis for dominant markers.
Expected values and expected mean squares for estimators of r were com
puted for varying levels of r, k, and n. Both estimators were biased,
but the bias and variability were slightly smaller for the maximum-lik
elihood estimator. Bias was not severe except when k was large relativ
e to r and (or) n. Methods for optimizing k are discussed relative to
several criteria: minimizing variance, minimizing bias, minimizing the
probability that linkage cannot be detected, and minimizing the numbe
r of samples that must be screened.