Conditions
under which an intervention might be expected to affect many aspects
of a probability distribution (cont.)
Example 2:
Treatment of hypertension
·Hypertension
has multiple causes
·Any given
intervention might treat only subgroups of subjects (and
subgroup membership is a latent variable)
·The treated
population has a mixture distribution
-(and note
that we might expect greater variance in the group with the lower mean)