The series is devoted to the publication of high-level monographs and surveys which cover the whole spectrum of probability and statistics. The books of the series are addressed to both experts and advanced students.

Introduction to the theory of probability metrics; the nature of limit theorems; the normalization of random sequences; centers and scatters of random variables; classical theory of limit theorems for sums of independent random variables; generalization of the classical theory of summation of independent random variables. (Part contents).