The present state of linkage estimation procedures is surveyed. When information on linkage between several loci on one chromosome is given in the form of lod scores or likelihoods, a method is developed for finding the probabilities of the different possible orders of the loci, and the distribution of the map distances between them. This depends largely on a Monte Carlo method of integrating the probabilities.