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  • © 2015

Stochastic Calculus and Applications

Birkhäuser
  • Unique resource for rigorous study of stochastic integration theory, discontinuous processes, and many applications in filtering and control
  • Useful for a wide range of researchers, practicioners, and students in mathematics, statistics, and engineering Updated and revised to approach topics with a modern perspective
  • New edition includes end of chapter exercises, new chapters, reworked examples, and an extensive topical index

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

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Table of contents (22 chapters)

  1. Front Matter

    Pages i-xxiii
  2. Measure Theoretic Probability

    1. Front Matter

      Pages 1-1
    2. Measure and Integral

      • Samuel N. Cohen, Robert J. Elliott
      Pages 3-47
    3. Probabilities and Expectation

      • Samuel N. Cohen, Robert J. Elliott
      Pages 49-69
  3. Stochastic Processes

    1. Front Matter

      Pages 71-71
    2. Filtrations, Stopping Times and Stochastic Processes

      • Samuel N. Cohen, Robert J. Elliott
      Pages 73-87
    3. Martingales in Discrete Time

      • Samuel N. Cohen, Robert J. Elliott
      Pages 89-107
    4. Martingales in Continuous Time

      • Samuel N. Cohen, Robert J. Elliott
      Pages 109-137
    5. The Classification of Stopping Times

      • Samuel N. Cohen, Robert J. Elliott
      Pages 139-151
    6. The Progressive, Optional and Predictable σ-Algebras

      • Samuel N. Cohen, Robert J. Elliott
      Pages 153-171
  4. Stochastic Integration

    1. Front Matter

      Pages 173-173
    2. Processes of Finite Variation

      • Samuel N. Cohen, Robert J. Elliott
      Pages 175-197
    3. The Doob–Meyer Decomposition

      • Samuel N. Cohen, Robert J. Elliott
      Pages 199-210
    4. The Structure of Square Integrable Martingales

      • Samuel N. Cohen, Robert J. Elliott
      Pages 211-232
    5. Quadratic Variation and Semimartingales

      • Samuel N. Cohen, Robert J. Elliott
      Pages 233-258
    6. The Stochastic Integral

      • Samuel N. Cohen, Robert J. Elliott
      Pages 259-292
    7. Random Measures

      • Samuel N. Cohen, Robert J. Elliott
      Pages 293-334
  5. Stochastic Differential Equations

    1. Front Matter

      Pages 335-335
    2. Itô’s Differential Rule

      • Samuel N. Cohen, Robert J. Elliott
      Pages 337-365
    3. The Exponential Formula and Girsanov’s Theorem

      • Samuel N. Cohen, Robert J. Elliott
      Pages 367-396

About this book

Completely revised and greatly expanded, the new edition of this text takes readers who have been exposed to only basic courses in analysis through the modern general theory of random processes and stochastic integrals as used by systems theorists, electronic engineers and, more recently, those working in quantitative and mathematical finance. Building upon the original release of this title, this text will be of great interest to research mathematicians and graduate students working in those fields, as well as quants in the finance industry.

New features of this edition include:

End of chapter exercises; New chapters on basic measure theory and Backward SDEs; Reworked proofs, examples and explanatory material; Increased focus on motivating the mathematics; Extensive topical index.

"Such a self-contained and complete exposition of stochastic calculus and applications fills an existing gap in the literature. The book can be recommended for first-year graduate studies. It will be useful for all who intend to work with stochastic calculus as well as with its applications."–Zentralblatt (from review of the First Edition)

Reviews

“As supplementary reading for a second course or as s comprehensive (!) resource for the general theory of processes aimed at Ph. D. students and scholars, this second edition will stay a valuable resource.” (René L. Schilling, Mathematical Reviews, October, 2016)

“This is a fundamental book in modern stochastic calculus and its applications: rich contents, well structured material, comprehensive coverage of all significant results given with complete proofs and well illustrated by examples, carefully written text. Hence, there are more than enough reasons to strongly recommend the book to a wide audience. Among them, there are good and motivated graduate university students. … Also, the book is an excellent reference book.” (Jordan M. Stoyanov, zbMATH 1338.60001, 2016)

Authors and Affiliations

  • Mathematical Institute, University of Oxford Mathematical Institute, Oxford, United Kingdom

    Samuel N. Cohen

  • School of Mathematics, University of Adelaide, Adelaide, Australia

    Robert J. Elliott

About the authors

Samuel N. Cohen is an Associate Professor in the Mathematical Institute at the University of Oxford, an associate member of the Oxford-Man Institute for Quantitative Finance and a member of the Oxford-Nie Financial Big Data Laboratory. He has a Ph.D. in Mathematics from the University of Adelaide, along with undergraduate degrees in Mathematics and Finance.

Robert Elliott received Bachelors and Masters degrees from Oxford University, and his Ph.D. and D.Sc. from the University of Cambridge. He has held positions at Newcastle, Yale, Oxford, Warwick, Hull, Alberta, Calgary and Adelaide, and visiting positions in Toronto, Northwestern, Kentucky, Brown, Paris, Denmark, Hong Kong and Australia. From 2001 to 2009 he was the RBC Financial Group Professor of Finance at the University of Calgary, Canada, where he was also an Adjunct Professor in both the Department of Mathematics and the Department of Electrical Engineering. From 2009 to 2013 he was an Australian Professorial Fellow atthe University of Adelaide. Professor Elliott has authored nine books and over 450 papers.

Bibliographic Information

Buy it now

Buying options

eBook USD 29.99 USD 49.99
40% discount Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 39.99 USD 64.99
38% discount Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 49.99 USD 89.99
44% discount Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access