Objective - To find lower and upper bounds of HIV prevalence in Malawi under mild and intuitive assumptions to assess … experience. We compute the bounds using the Malawi Demographic and Health Survey and a longitudinal data set with a HIV testing … component collected in the Malawi Diffusion and Ideational Change Project disaggregated by the sex, urban/rural areas, and three …