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Data Analysis: A Bayesian Tutorial Devinderjit Sivia, John Skilling
Publisher: Oxford University Press, USA

This Web log maintains an alternative layout of the tutorials about Tanagra. Each entry describes shortly the subject, it is followed by the link to the tutorial (pdf) and the dataset. Presents an equal mixture of theory and applications,. Tanagra - Data Mining Tutorials. 8.8, “Small area and survey domain estimation,” pp. Org/~pf/p4.html -- Python package for phylogenetics, useful for programmatic manipulation of phylogenetic data and trees, including maximum likelihood and Bayesian inference. John Krushke wrote a book called Doing Bayesian Data Analysis: A Tutorial with R and BUGS. And C#, with Python and IronPython interfaces. Perform Markov Chain Monte Carlo convergence analysis using CODA. Peter Congdon, Bayesian Statistical Modelling, Wiley, 2001. Python Data Analysis Library - http://pandas.pydata.org/ - pandas is a library providing high-performance, easy-to-use data structures and data analysis tools for the Python . Data Analysis: A Bayesian Tutorial,. Van Horn Books on Probability Theory and Applications Introductory. Tutorial on Bayesian inference using OpenBUGS. Ranging from applications and new techniques made possible. We will use the data set survey for our first demonstration of OpenBUGS.