This thesis has been developed during my appointment as Ph.D. Research Fellow at the Institute of Public Health within the University of Southern Denmark and during my research stay at the Australian National University, from March 2015 to October 2018. The work was conducted within the Modelling and forecasting age-specific death at older ages project [No.95--103--31186], with the financial support of the SCOR Corporate Foundation for Science.