The probabilities of death of relatives are not independent, as usually assumed. With information of birth histories from the World Fertility Survey it was found that exists stochastic dependence between the probabilities of death of succesive sibling. This result was used to develop an adjustment for an indirect technique for child mortality estimation: the Preceding Birth Technique.