Probability
Contributors: R. P. Boas (Translator)
Edition: Second edition
Publisher: Springer
Published: 1996
Language: eng
Number of pages: 621
ISBN-13: 9780387945491
First sentence: The subject matter of probability theory is the mathematical analysis of random events, i.e., of those empirical phenomena whichunder certain circumstancecan be described by saying that:
Description: "This book contains a systematic treatment of probability from the ground up, starting with intuitive ideas and gradually developing more sophisticated subjects, such as random walks, martingales, Markov chains, ergodic theory, weak convergence of probability measures, stationary stochastic processes, and the Kalman-Bucy filter. Many examples are discussed in detail, and there are a large number of exercises. The book is accessible to advanced undergraduates and can be used as a text for self-study.".

"This new edition contains substantial revisions and updated references. The reader will find a deeper study of topics such as the distance between probability measures, metrization of weak convergence, and contiguity of probability measures. Proofs for a number of some important results which were merely stated in the first edition have been added.

The author has included new material on the probability of large deviations, on the central limit theorem for sums of dependent random variables, and on a discrete version of Ito's formula."--BOOK JACKET.