Stochastic Models, Information Theory, and Lie Groups, Volume 2 Analytic Methods and Modern Applications
The subjects of stochastic processes, information theory, and Lie groups are usually treated separately from each other. This unique two-volume set presents these topics in a unified setting, thereby building bridges between fields that are rarely studied by the same people. Unlike the many excellen...
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| Format: | eBook |
| Language: | English |
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Boston, MA
Birkhäuser
2012, 2012
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| Edition: | 1st ed. 2012 |
| Series: | Applied and Numerical Harmonic Analysis
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Lie Groups I: Introduction and Examples
- Lie Groups II: Differential Geometric Properties
- Lie Groups III: Integration, Convolution, and Fourier Analysis
- Variational Calculus on Lie Groups
- Statistical Mechanics and Ergodic Theory
- Parts Entropy and the Principal Kinematic Formula
- Estimation and Multivariate Analysis in R n
- Information, Communication, and Group Therapy
- Algebraic and Geometric Coding Theory
- Information Theory on Lie Groups
- Stochastic Processes on Lie Groups
- Locomotion and Perception as Communication over Principal Fiber Bundles; and A Survey of Additional Applications