In a way, the world is made up of approximations, and surely there is no exception in the world of statistics. In fact, approximations, especially large sample

Written by one of the main figures in twentieth century statistics, this book provides a unified treatment of first-order large-sample theory. It discusses a br

This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic sta

A Course in Large Sample Theory is presented in four parts. The first treats basic probabilistic notions, the second features the basic statistical tools for ex

A comprehensive examination of high-dimensional analysis of multivariate methods and their real-world applications Multivariate Statistics: High-Dimensional and