This monograph addresses two quite different topics, in the belief that each can shed light on the other. Firstly, it lays the foundation for a particular view of the bootstrap. Secondly, it gives an account of Edgeworth expansion. It is aimed at a graduate-level audience who have some ezposure to the methods of theoretical statistics. --back cover