Data Science, Causal Inference, Statistics, Towards Data Science.
Positivity is the assumption that any individual has a positive probability of receiving all values of the treatment variable. This assumption is useful so that the effects would exist. The assumption would be met when there are exposed and unexposed individuals within all confounders. Under these