GENETIC CLOCKS AND SOFT EVENTS - A TWIN MODEL FOR PUBERTAL DEVELOPMENT AND OTHER RECALLED SEQUENCES OF DEVELOPMENTAL MILESTONES, TRANSITIONS, OR AGES AT ONSET
A. Pickles et al., GENETIC CLOCKS AND SOFT EVENTS - A TWIN MODEL FOR PUBERTAL DEVELOPMENT AND OTHER RECALLED SEQUENCES OF DEVELOPMENTAL MILESTONES, TRANSITIONS, OR AGES AT ONSET, Behavior genetics, 28(4), 1998, pp. 243-253
We propose and explore a twin model to examine the basis for synchrony
that often characterizes different facets of normal development. In s
o doing we also present an approach to the analysis of ''soft'' events
; events for which available reports of dates or ages of occurrence ar
e unreliable or inconsistent. Discrepancies among reports are accounte
d for by a statistical measurement model. This combines current status
error reflecting uncertain definition of onset and two mechanisms for
the phenomenon of ''telescoping,'' namely, systematic compression of
the time scale and heteroscedastic random measurement error. Statistic
ally, the model can be viewed as a mixed generalized linear model with
random effects within both mean and variance functions or, alternativ
ely, as involving multiplicative random effects. We apply the model to
multiple maternal reports on menarche and onset of breast development
in twin daughters. Fitted to data from the Virginia Twin Study Of Ado
lescent and Behavioral Development by the use of penalized/predictive
quasi-likelihood, the model provided much improved estimates of the tr
ue age-at-onset distribution as compared to those from a naive analysi
s. Results suggested that the observed variance was made up almost ent
irely of genetic variance and measurement error variance due to telesc
oping and current status errors and that the timing of breast developm
ent and menarche are largely under the control of a common set of gene
s. Results also indicated that maternal recollections of the onset of
breast development were both more poorly defined and subject to greate
r recall errors than maternal recollections of menarche.