Bayesian Probability Theory
eBook - PDF

Bayesian Probability Theory

Applications in the Physical Sciences

  1. 654 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Bayesian Probability Theory

Applications in the Physical Sciences

About this book

From the basics to the forefront of modern research, this book presents all aspects of probability theory, statistics and data analysis from a Bayesian perspective for physicists and engineers. The book presents the roots, applications and numerical implementation of probability theory, and covers advanced topics such as maximum entropy distributions, stochastic processes, parameter estimation, model selection, hypothesis testing and experimental design. In addition, it explores state-of-the art numerical techniques required to solve demanding real-world problems. The book is ideal for students and researchers in physical sciences and engineering.

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Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright
  5. Contents
  6. Preface
  7. PART I Introduction
  8. PART II Assigning probabilities
  9. PART III Parameter estimation
  10. PART IV Testing hypotheses
  11. PART V Real-world applications
  12. PART VI Probabilistic Numerical Techniques
  13. Appendix A Mathematical compendium
  14. Appendix B Selected proofs and derivations
  15. Appendix C Symbols and notation
  16. References
  17. Index

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Yes, you can access Bayesian Probability Theory by Wolfgang von der Linden,Volker Dose,Udo von Toussaint in PDF and/or ePUB format, as well as other popular books in Mathematics & Mathematics General. We have over one million books available in our catalogue for you to explore.