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.