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Buch, Englisch, Band 75, 602 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 9358 g
Reihe: Springer Texts in Statistics
Buch, Englisch, Band 75, 602 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 9358 g
Reihe: Springer Texts in Statistics
ISBN: 978-1-4899-9755-5
Verlag: Springer
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.
Zielgruppe
Graduate
Autoren/Hrsg.
Weitere Infos & Material
Preface to the First Edition.- Preface to the Second Edition.- Outline of Contents.- Notation and Symbols.- Introductory Measure Theory.- Random Variables.- Inequalities.- Characteristic Functions.- Convergence.- The Law of Large Numbers.- The Central Limit Theorem.- The Law of the Iterated Logarithm.- Limited Theorems.- Martingales.- Some Useful Mathematics.- References.- Index.
