A01=Vladimir Rotar
Author_Vladimir Rotar
Basic Notions of Probability Theory
Category=PBT
Dependency Structures
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
Independence
Interchangeable Random Variables
Markov Chain
Martingale
Probability
Probability Theory
Random Variables
The Central Limit Theorem
The Law of Large Numbers
Product details
- ISBN 9789810222130
- Publication Date: 19 Jan 1998
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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This book presents a rigorous exposition of probability theory for a variety of applications. The first part of the book is a self-contained account of the fundamentals. Material suitable for advanced study is then developed from the basic concepts. Emphasis is placed on examples, sound interpretation of results and scope for applications.A distinctive feature of the book is that it discusses modern applications seldom covered in traditional texts. Two cases in point are risk theory (or comparison of distributions) and stochastic optimization. The book also includes some recent developments of probability theory, for example limit theorems for sums of dependent variables, nonlinear and nonclassical limit theorems. Simplified proofs and a unified approach to the exposition of many results are other key features.The book may be used as a textbook for graduate students and advanced undergraduates, and as a work of reference.
