Bibliography

This is a partial list of good references.

[Cox61]

Richard Threlkeld Cox. The Algebra of Probable Inference. Johns Hopkins University Press, 1961.

[GCS+13]

A. Gelman, J.B. Carlin, H.S. Stern, D.B. Dunson, A. Vehtari, and D.B. Rubin. Bayesian Data Analysis, Third Edition. Chapman & Hall/CRC Texts in Statistical Science. Taylor & Francis, 2013. URL: http://www.stat.columbia.edu/~gelman/book/BDA3.pdf.

[Gre05]

Phil Gregory. Bayesian Logical Data Analysis for the Physical Sciences. Cambridge University Press, 2005.

[Jay03]

Edward Thompson Jaynes. Probability Theory: The Logic of Science. Cambridge University Press, 2003.

[Mac03]

David J. C. MacKay. Information Theory, Inference, and Learning Algorithms. Cambridge University Press, Cambridge, UK, 2003.

[Pol54a]

George Polya. Mathematics and Plausible Reasoning, Volume 1: Induction and Analogy in Mathematics. Princeton University Press, 1954.

[Pol54b]

George Polya. Mathematics and Plausible Reasoning, Volume 2: Patterns of Plausible Inference. Princeton University Press, 1954.

[SS06]

D. S. Sivia and J. Skilling. Data Analysis - A Bayesian Tutorial. Oxford Science Publications. Oxford University Press, 2nd edition, 2006.

[Tro08]

Roberto Trotta. Bayes in the sky: Bayesian inference and model selection in cosmology. Contemp. Phys., 49:71–104, 2008. arXiv:0803.4089, doi:10.1080/00107510802066753.