For independent families, multiply their pedigree likelihoods. If family 1 has the known-phase counts above, the combined log-likelihood derivative at an interior point isThus the score equation for a phase-averaged linkage likelihood isFor the general phase sum, let . Since the weights sum to one, the equivalent interior equation isThe finite likelihood sum is continuous on the compact parameter interval , so a constrained maximum exists. This does not by itself prove an interior score root: complete nonrecombinant data, for example, maximize at zero. To show the requested root lies in the appropriate range for the two particular families, one must insert their transmission counts and evaluate the score or the resulting polynomial at the relevant endpoints.
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