Limit Theorems of Probability Theory: Sequences of Independent Random Variables

ISBN-13: 9780198534990 / Angielski / Twarda / 1995 / 304 str.

Valentin V. Petrov; V. V. Petrov

Opis

This book offers a superb overview of limit theorems and probability inequalities for sums of independent random variables. Unique in its combination of both classic and recent results, the book details the many practical aspects of these important tools for solving a great variety of problems in probability and statistics. Topics include limit theorems on convergence to infinitely divisible distributions, the central limit theorem with rates of convergence, the weak and strong law of large numbers, the law of the iterated logarithm, and the many inequalities for sums of an arbitrary number random variables. Ideal as both a graduate text and a reference for seasoned mathematicians, Limit Theorems of Probability Theory brings the reader to the frontier of current research.

Recenzje

Each chapter has a concise account of the core theory, with proofs but with full bibliographic information. The Addenda are a remarkable achievement and give the book its real added value over the competition...Professor Petrov has again given us what will become a standard work and its worth will be appreciated by many in the years it will be of use.