Data analysis : a Bayesian tutorial /

Data analysis : a Bayesian tutorial / D.S. Sivia.

"This is the first book on the maximum entropy and Bayesian methods aimed at senior undergraduates in science and engineering. It takes the mystery out of statistics by showing how a few fundamental rules can be used to tackle a wide variety of problems in data analysis. After explaining the ba...

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Bibliographic Details
Main Author: Sivia, D. S. (Author)
Format: Book
Language:English
Published: Oxford : New York : Clarendon Press ; Oxford University Press, 1996.
Series:Oxford science publications.
Subjects:
Bayesian statistical decision theory
Maximum entropy method
Table of Contents:
  • 1. The basics
  • 2. Parameter estimation I
  • 3. Parameter estimation II
  • 4. Model selection
  • 5. Assigning probabilities
  • 6. Non-parametric estimation
  • 7. Experimental design
  • Appendix. Gaussian integrals and related topics.
Availability

City Campus

  • Call Number:
    519.542 SIV
    Copy
    Available - City Campus Main Collection
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