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  • © 2002

Foundations of Modern Probability

Authors:

  • The theory of probability in one single volume

Part of the book series: Probability and Its Applications (PIA)

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Table of contents (27 chapters)

  1. Front Matter

    Pages i-N1
  2. Measure Theory — Basic Notions

    • Olav Kallenberg
    Pages 1-22
  3. Measure Theory — Key Results

    • Olav Kallenberg
    Pages 23-44
  4. Processes, Distributions, and Independence

    • Olav Kallenberg
    Pages 45-61
  5. Random Sequences, Series, and Averages

    • Olav Kallenberg
    Pages 62-82
  6. Conditioning and Disintegration

    • Olav Kallenberg
    Pages 103-118
  7. Martingales and Optional Times

    • Olav Kallenberg
    Pages 119-139
  8. Markov Processes and Discrete-Time Chains

    • Olav Kallenberg
    Pages 140-158
  9. Random Walks and Renewal Theory

    • Olav Kallenberg
    Pages 159-177
  10. Stationary Processes and Ergodic Theory

    • Olav Kallenberg
    Pages 178-201
  11. Special Notions of Symmetry and Invariance

    • Olav Kallenberg
    Pages 202-223
  12. Poisson and Pure Jump-Type Markov Processes

    • Olav Kallenberg
    Pages 224-248
  13. Gaussian Processes and Brownian Motion

    • Olav Kallenberg
    Pages 249-269
  14. Skorohod Embedding and Invariance Principles

    • Olav Kallenberg
    Pages 270-284
  15. Independent Increments and Infinite Divisibility

    • Olav Kallenberg
    Pages 285-306
  16. Stochastic Integrals and Quadratic Variation

    • Olav Kallenberg
    Pages 329-349
  17. Continuous Martingales and Brownian Motion

    • Olav Kallenberg
    Pages 350-366
  18. Feller Processes and Semigroups

    • Olav Kallenberg
    Pages 367-389

About this book

From the reviews of the first edition: "...Kallenberg's present book would have to qualify as the assimilation of probability par excellence. It is a great edifice of material, clearly and ingeniously presented, without any non-mathematical distractions. Readers wishing to venture into it may do so with confidence that they are in very capable hands." F.B. Knight, Mathematical Reviews
This new edition contains four new chapters as well as numerous improvements throughout the text.

Reviews

"The second edition of this admirable book has grown by well over one hundred pages, including such new material as: multivariate and ratio ergodic theorems, shift coupling, Palm distributions, entropy and information, Harris recurrence, invariant measures, strong and weak ergodicity, Strassen's LIL and the basic large deviation results. Also, a lot of existing material has been rewritten and expanded. I repeat a statement from my review of the first edition: "From the table of contents it is difficult to believe behind all these topics a streamlined readable text is at all possible. It is: Convince yourself." Those who own the first edition should make some extra space for this second edition. Those who do not yet own a copy: buy one!"

P.A.L. Embrechts in ISI Short Book Reviews, Vol. 22/3, December 2002

From the reviews of the first edition: "...Kallenberg's present book would have to qualify as the assimilation of probability par excellence. It is a greatedifice of material, clearly and ingeniously presented, without any non-mathematical distractions. Readers wishing to venture into it may do so with confidence that they are in very capable hands." F.B. Knight, Mathematical Reviews

"... Indeed the monograph has the potential to become a (possibly even ``the'') major reference book on large parts of probability theory for the next decade or more." M. Scheutzow, Zentralblatt

"The theory of probability has grown exponentially during the second half of the twentieth century and the idea of writing a single volume that could serve as a general reference for much of the modern theory seems almost foolhardy. Yet this is precisely what Professor Kallenberg has attempted in the volume under review and he has accomplished it brilliantly. ... It is astonishing that a single volume of just over five hundred pages could contain so much material presented with complete rigor and still be at least formally self-contained..." R.K. Getoor, Metrica

From the reviews of the second edition:

"The first edition of the author’s magnum opus drew universal acclaim when it appeared in 1997 for its scope, clarity and precision. For the second edition … Professor Kallenberg has added over a hundred pages in attempt to keep it up to date with the exponentially increasing body of knowledge which is probability theory. Moreover, certain sections … have been comprehensively rewritten in order to be self-sufficient. … This is an essential purchase for any serious probabilist." (Gerry Leversha, The Mathematical Gazette, Vol. 88 (511), 2004)

"The first edition of this most outstanding monograph has been praised in many reviews. The second edition is a revised and enlarged version of the first … . Of course, the praise for the first edition applies to the second edition as well. Nevertheless, it should be noted that the style in which this monograph is written is concise and particular. ... It has beensaid that the present monograph is a modern classic in probability theory, and this is true." (Klaus. D. Schmidt, Mathematical Reviews, Issue 2002 m)

"The second edition of this admirable book has grown by well over one hundred pages … . Also, a lot of existing material has been rewritten and expanded. … ‘From the table of contents it is difficult to believe behind all these topics a streamlined readable text is at all possible. It is: Convince yourself.’ Those who own the first edition should make some extra space for this second edition. Those who do not yet own a copy: buy one!" (P. A. L. Embrechts, Short Book Reviews, Vol. 22 (3), 2002)

"This second edition presents now even more material in the concise and elegant style of the former edition which by now has become a highly praised standard reference book for many areas of probability theory. … The chapters of the first edition have been carefully revised and corrected so that it has become an even more accurate and reliable reference work. Starting a book with a page entitled ‘Praise for the first edition’ is always daring, but in the case of Kallenberg’s treatise indeed justified." (Markus Reiß, Zentralblatt Math, Vol. 996 (21), 2002)

"Foundations of Modern Probability is generally … useful at a graduate level. … It concision and abstractness makes it a useful reference." (Wordtrade, 2008)

Authors and Affiliations

  • Department of Mathematics, Auburn University, Auburn, USA

    Olav Kallenberg

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access