Stochastic Models, Information Theory, and Lie Groups, Volume 2

Analytic Methods and Modern Applications

Authors:

ISBN: 978-0-8176-4943-2 (Print) 978-0-8176-4944-9 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xxvii

  2. No Access

    Book Chapter

    Pages 1-54

    Lie Groups I: Introduction and Examples

  3. No Access

    Book Chapter

    Pages 55-78

    Lie Groups II: Differential-Geometric Properties

  4. No Access

    Book Chapter

    Pages 79-127

    Lie Groups III: Integration, Convolution, and Fourier Analysis

  5. No Access

    Book Chapter

    Pages 129-154

    Variational Calculus on Lie Groups

  6. No Access

    Book Chapter

    Pages 155-185

    Statistical Mechanics and Ergodic Theory

  7. No Access

    Book Chapter

    Pages 187-228

    Parts Entropy and the Principal Kinematic Formula

  8. No Access

    Book Chapter

    Pages 229-270

    Multivariate Statistical Analysis and Random Matrix Theory

  9. No Access

    Book Chapter

    Pages 271-312

    Information, Communication, and Group Theory

  10. No Access

    Book Chapter

    Pages 313-336

    Algebraic and Geometric Coding Theory

  11. No Access

    Book Chapter

    Pages 337-359

    Information Theory on Lie Groups

  12. No Access

    Book Chapter

    Pages 361-388

    Stochastic Processes on Lie Groups

  13. No Access

    Book Chapter

    Pages 389-409

    Locomotion and Perception as Communication over Principal Fiber Bundles

  14. No Access

    Book Chapter

    Pages 411-418

    Summary

  15. Back Matter

    Pages 419-433