Book description
Probability theory is a rapidly expanding field and is used in many areas of science and technology. Beginning from a basis of abstract analysis, this mathematics book develops the knowledge needed for advanced students to develop a complex understanding of probability. The first part of the book systematically presents concepts and results from analysis before embarking on the study of probability theory. The initial section will also be useful for those interested in topology, measure theory, real analysis and functional analysis. The second part of the book presents the concepts, methodology and fundamental results of probability theory. Exercises are included throughout the text, not just at the end, to teach each concept fully as it is explained, including presentations of interesting extensions of the theory. The complete and detailed nature of the book makes it ideal as a reference book or for self-study in probability and related fields.
- Covers a wide range of subjects including f-expansions, Fuk-Nagaev inequalities and Markov triples.
- Provides multiple clearly worked exercises with complete proofs.
- Guides readers through examples so they can understand and write research papers independently.
Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Preface
- PART 1: ANALYSIS
-
PART 2: PROBABILITY
- Chapter 6. Elementary Notions in Probability Theory
- Chapter 7. Distribution Functions and Characteristic Functions
- Chapter 8. Probabilities on Metric Spaces
- Chapter 9. Central Limit Problem
- Chapter 10. Sums of Independent Random Variables
- Chapter 11. Conditioning
- Chapter 12. Ergodicity, Mixing, and Stationarity
- List of Symbols
Product information
- Title: Analysis and Probability
- Author(s):
- Release date: January 2013
- Publisher(s): Elsevier
- ISBN: 9780124017276
You might also like
book
Theory of Probability
First issued in translation as a two-volume work in 1975, this classic book provides the first …
book
Handbook of Probability
THE COMPLETE COLLECTION NECESSARY FOR A CONCRETE UNDERSTANDING OF PROBABILITY Written in a clear, accessible, and …
book
Probability, Statistics, and Stochastic Processes, 2nd Edition
Praise for the First Edition ". . . an excellent textbook . . . well organized …
book
Probability with R, 2nd Edition
Provides a comprehensive introduction to probability with an emphasis on computing-related applications This self-contained new and …