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René L. Schilling - Measures, Integrals and Martingales

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René L. Schilling Measures, Integrals and Martingales
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A concise yet elementary introduction to measure and integration theory, which are vital in many areas of mathematics, including analysis, probability, mathematical physics and finance. In this highly successful textbook, core ideas of measure and integration are explored, and martingales are used to develop the theory further. Other topics are also covered such as Jacobis transformation theorem, the RadonNikodym theorem, differentiation of measures and HardyLittlewood maximal functions. In this second edition, readers will find newly added chapters on Hausdorff measures, Fourier analysis, vague convergence and classical proofs of RadonNikodym and Riesz representation theorems. All proofs are carefully worked out to ensure full understanding of the material and its background. Requiring few prerequisites, this book is suitable for undergraduate lecture courses or self-study. Numerous illustrations and over 400 exercises help to consolidate and broaden knowledge. Full solutions to all exercises are available on the authors webpage at www.motapa.de. This book forms a sister volume to Ren Schillings other book Counterexamples in Measure and Integration (www.cambridge.org/9781009001625).

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Contents Measures Integrals and Martingales A concise yet elementary - photo 1
Contents

Measures, Integrals and Martingales

A concise yet elementary introduction to measure and integration theory, which are vital in many areas of mathematics, including analysis, probability, mathematical physics and finance. In this highly successful textbook the core ideas of measure and integration are explored, and martingales are used to develop the theory further. Additional topics are also covered such as: Jacobi's transformation theorem; the RadonNikodym theorem; differentiation of measures and HardyLittlewood maximal functions.

In this second edition, readers will find newly added chapters on Hausdorff measures, Fourier analysis, vague convergence, and classical proofs of the RadonNikodym and Riesz representation theorems. All proofs are carefully worked out with utmost clarity to ensure full understanding of the material and its background.

Requiring few prerequisites, this book is a suitable text for undergraduate lecture courses or self-study. Numerous illustrations and over 400 exercises help to consolidate and broaden the reader's knowledge. Full solutions to all exercises are available on the author's webpage at www.motapa.de.

REN L. SCHILLING is a Professor of Mathematics at Technische Universitt, Dresden. His main research area is stochastic analysis and stochastic processes.

Measures, Integrals and Martingales

Second Edition

Ren L. Schilling

Technische Universitt, Dresden

University Printing House Cambridge CB2 8BS United Kingdom One Liberty Plaza - photo 2
University Printing House Cambridge CB2 8BS United Kingdom One Liberty Plaza - photo 3

University Printing House, Cambridge CB2 8BS, United Kingdom

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Cambridge University Press is part of the University of Cambridge.

It furthers the University's mission by disseminating knowledge in the pursuit of education, learning, and research at the highest international levels of excellence.

www.cambridge.org

Information on this title: www.cambridge.org/9781316620243

DOI: 10.1017/9781316718339

Ren L. Schilling 2005, 2017

This publication is in copyright. Subject to statutory exception and to the provisions of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University Press.

First published 2005

Second edition 2017

Printed in the United Kingdom by Clays, St Ives plc

A catalogue record for this publication is available from the British Library.

ISBN 978-1-316-62024-3 Paperback

Cambridge University Press has no responsibility for the presistence or accuracy of URLs for external or third-party Internet Web sites referred to in this publication and does not guarantee that any content on such Web sites is, or will remain, accurate or appropriate.

List of Symbols

This is intended to aid cross-referencing, so notation that is specific to a single section is generally not listed. Some symbols are used locally, without ambiguity, in senses other than those given below. Numbers following entries are page numbers, with the occasional (Pr m.n ) referring to Problem m.n on the respective page.

Unless stated otherwise, binary operations between functions such as fgPicture 4 , fgPicture 5 , fgPicture 6 , fgPicture 7 , comparisons fgPicture 8 , f or limiting relations fnnfPicture 9 , limnfnPicture 10 , liminfnfnPicture 11 , limsupfnPicture 12 , supifiPicture 13 or infifiPicture 14 are always understood pointwise.

Alternatives are indicated by square brackets, i.e., if A [ B ] then P [ Q ] should be read as if A then P and if B then Q .

Generalities positive

always in the sense 0Picture 15

negative

always in the sense 0Picture 16

Picture 17

natural numbers: 1,2,3,

0Picture 18

positive integers: 0,1,2,

,,,Picture 19

integer, rational, real, complex numbers

Picture 20

[-,+]Picture 21

inf,supPicture 22

inf=+Picture 23 , sup=-Picture 24

abPicture 25

maximum of a and b

abPicture 26

minimum of a and b

liminfnanPicture 27

supk infnkanPicture 28 , 409

limsupnanPicture 29

infksupnkanPicture 30 , 409

|x|Picture 31

Euclidean norm in nPicture 32 , |x|2=x12++xn2Picture 33

x,yPicture 34

scalar product i=1nxiyiPicture 35

nPicture 36

volume of the unit ball in nPicture 37 , 181

Sets and set operations ABPicture 38
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