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Contact
Dr. Kevin H. Knuth Phone: +1-518-442-4653 |
Required Reading
Text: Data Analysis: A Bayesian Approach (2nd edition), D.S. Sivia and J. Skilling
Knuth K. H. 2003. Deriving laws from ordering relations. In: G.J. Erickson, Y. Zhai (eds.), Cox R.T. 1946. Probability, frequency, and reasonable expectation, Am. J. Physics, 14:1-13.
Additional Readings
Jaynes, E. T. 1986. Bayesian Methods: General Background. In Maximum-Entropy and Bayesian Methods in Applied Statistics, J. H. Justice (ed.), Cambridge Univ. Press, Cambridge, p. 1 Bretthorst, G. L. 1988. Bayesian spectrum analysis and parameter estimation. Springer Jaynes, E. T. 1957. Information theory and statistical mechanics. Phys. Rev. 106, 620. Jaynes, E. T. 1968. Prior Probabilities. IEEE Trans. Syst. Sci. Cyb. SSC-4, 227. Cox R.T. 1961. The Algebra of Probable Inference, The Johns Hopkins Press, Baltimore. Caticha, A. 1998 Consistency, amplitudes and probabilities in quantum theory. Phys. Rev. Dose, V. 2002 Bayes in five days. Reprint no. 83, Centre for Interdisciplinary Plasma Hanson, K. M. 1993. Introduction to Bayesian image analysis. In Medical Imaging: Image Jaynes, E. T. 2003. Probability theory: the logic of science. Cambridge:Cambridge Univ. Lindley D. V. 1956. On the measure of information provided by an experiment. Ann. Math. Loredo T. 1990 From Laplace to supernova SN1987A: Bayesian inference in astrophysics. Skilling, J. 1998 Probabilistic data analysis: an introductory guide. J. Microscopy 190(1), Tribus, M 1961 Thermostatics and thermodynamics: an introduction to energy, information |
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