Bayesian Logical Data Analysis for the Physical Sciences A Comparative Approach with Mathematicar Support
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All the information you need in one place! Each Study Brief is a summary of one specific subject; facts, figures, and explanations to help you learn faster.
List price: $82.95
Copyright year: 2010
Publisher: Cambridge University Press
Publication date: 5/20/2010
Size: 6.75" wide x 9.50" long x 0.75" tall
Phil Gregory is Professor Emeritus at the Department of Physics and Astronomy at the University of British Columbia.
|Role of probability theory in science|
|Probability theory as extended logic|
|The how-to of Bayesian inference|
|Frequentist statistical inference|
|What is a statistic?|
|Frequentist hypothesis testing|
|Maximum entropy probabilities|
|Bayesian inference (Gaussian errors)|
|Linear model fitting (Gaussian errors)|
|Nonlinear model fitting|
|Markov Chain Monte Carlo|
|Bayesian spectral analysis|
|Bayesian inference (Poisson sampling)|
|Singular value decomposition|
|Discrete Fourier transforms|
|Difference in two samples|
|Poisson ON/OFF details|
|Multivariate Gaussian from maximum entropy|