Volume: 62; 1998; 433 pp; Softcover
MSC: Primary 28; 60;
Print ISBN: 978-1-4704-1869-4
Product Code: SURV/62.S
List Price: $116.00
AMS Member Price: $92.80
MAA Member Price: $104.40
Electronic ISBN: 978-1-4704-1289-0
Product Code: SURV/62.E
List Price: $116.00
AMS Member Price: $92.80
MAA Member Price: $104.40
Gaussian Measures
Share this pageVladimir I. Bogachev
This book gives a systematic exposition of the modern theory of Gaussian measures. It presents with complete and detailed proofs fundamental facts about finite and infinite dimensional Gaussian distributions. Covered topics include linear properties, convexity, linear and nonlinear transformations, and applications to Gaussian and diffusion processes. Suitable for use as a graduate text and/or a reference work, this volume contains many examples, exercises, and an extensive bibliography. It brings together many results that have not appeared previously in book form.
Readership
Graduate students, research mathematicians, and mathematical physicists working in probability, statistics, and analysis.
Reviews & Endorsements
A deep and detailed treatment of an important subject.
-- American Mathematical Monthly
The scope of topics related to Gaussian processes and measures is huge. Complemented by a list of problems in each chapter, a collection of over 800 references and a detailed section of bibliographical comments, Bogachev's book covers, in varying degrees of detail, an impressive portion of the theoretical part of this scope. It does so in a clear and precise mathematical style.
-- Mathematical Reviews
Table of Contents
Table of Contents
Gaussian Measures
- Cover Cover11 free
- Other titles in this series i2 free
- Title page v6 free
- Contents vii8 free
- Preface xi12 free
- Chapter 1. Finite dimensional Gaussian distributions 114 free
- Chapter 2. Infinite dimensional Gaussian distributions 3952
- Chapter 3. Radon Gaussian measures 97110
- Chapter 4. Convexity of Gaussian measures 157170
- Chapter 5. Sobolev classes over Gaussian measures 205218
- Chapter 6. Nonlinear transformations of Gaussian measures 279292
- Chapter 7. Applications 333346
- Appendix: Locally convex spaces, operators, and measures 361374
- Bibliographical comments 381394
- References 391404
- Index 427440 free
- Back Cover Back Cover1450