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