Joint density of birth weight and occurrence of death for the 2-subpopulation case
is the mixing proportion
is the Gaussian density with mean and variance truncated at 0.
Probability of death conditioned on birth:
An infant of birth weight x in the ith sub-population has probability of dying given in quadratic logistic form:
is the probability that this child is from sub-population 1 given it has birth weight x.