Like its predecessor, this book starts from the premise that, rather than being a purely mathematical discipline, probability theory is an intimate companion of statistics. The book starts with the basic tools, and goes on to cover a number of subjects in detail, including chapters on inequalities, characteristic functions and convergence. This is followed by a thorough treatment of the three main subjects in probability theory: the law of large numbers, the central limit theorem, and the law of the iterated logarithm. After a discussion of generalizations and extensions, the book concludes with an extensive chapter on martingales. The new edition is comprehensively updated, including some new material as well as around a dozen new references.
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语言 英语 ● 格式 PDF ● ISBN 9781461447085 ● 出版者 Springer New York ● 发布时间 2012 ● 下载 3 时 ● 货币 EUR ● ID 2662802 ● 复制保护 Adobe DRM
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