Bayesian Methods for the Physical Sciences: Learning from Examples in Astronomy and Physics - Softcover

Book 4 of 4: Springer Series in Astrostatistics

Andreon, Stefano; Weaver, Brian

 
9783319152882: Bayesian Methods for the Physical Sciences: Learning from Examples in Astronomy and Physics

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Synopsis

​Recipes.- A Bit of Theory.- A Bit of Numerical Computation.- Single Parameter Models.- The Prior.- Multi-parameters Models.- Non-random Data Collection.- Fitting Regression Models.- Model Checking and Sensitivity Analysis.- Bayesian vs Simple Methods.- Appendix: Probability Distributions.- Appendix: The third axiom of probability, conditional probability, independence and conditional independence.

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Other Popular Editions of the Same Title

9783319152868: Bayesian Methods for the Physical Sciences: Learning from Examples in Astronomy and Physics (Springer Series in Astrostatistics, 4)

Featured Edition

ISBN 10:  3319152866 ISBN 13:  9783319152868
Publisher: Springer, 2015
Hardcover