We explore the power of the twin study to resolve sources of familial
resemblance when the data are measured at the binary or ordinal level.
Four components of variance were examined: additive genetic, nonaddit
ive genetic, and common and specific environment. Curves are Presented
to compare the power of the continuous case with those of threshold m
odels corresponding to different prevalences in the population: 1,5, 1
0, 25, and 50%. Approximately three times the sample size is needed fo
r equivalent power to the continuous case when the threshold is at the
optimal 50%, and this ratio increases to about 10 times when 10% are
above threshold. Some power may be recovered by subdividing those abov
e threshold to form three or more ordered classes, but power is determ
ined largely by the lowest threshold. Non-random ascertainment of twin
s;(i) through affected twins and examining their cotwins or (ii) throu
gh ascertainment of all pairs in which at least one twin is affected i
ncreases power. In most cases, strategy i is more efficient than strat
egy ii. Though powerful for the rarer disorders, these methods suffer
the disadvantage that they rely on prior knowledge of the population p
revalence. Furthermore, sampling from hospital cases may introduce bia
ses, reducing their value. A useful approach may be to assess the popu
lation with a screening instrument; the power calculations indicate th
at sampling all concordant and half of the discordant pairs would be e
fficient, as along as the cost of screening is not too high.