CONTRIBUTIONS TO DISTRIBUTION THEORY WITH APPLICATIONS A thesis submitted to the University of Manchester for the degree of Doctor of Philosophy in the Faculty of Engineering and Physical Sciences 2020 By Idika E. Okorie Department of Mathematics