Infant and child are actually asset of a nation. For this, the study of infant and child mortality is important not only in Bangladesh but also in this globe. In this study, factors associated with infant and child mortality are identified by using some sophisticated statistical techniques. Hope this research would help to social scientists, demographers, academicians, researchers as well as physician for reducing infant and child mortality in the developing countries like Bangladesh as well as in the world.