Coding Ockham’s Razor by Lloyd Allison
Requirements: .PDF reader, 2.85MB
Overview: Gathers together the minimum necessary MML theory in one place”Implemented models and estimators include those for discrete, continuous and multivariate data, mixture models (clustering), regressions, classification trees, models of vectors and directions, linear regression, models of graphs (networks)All models are taken from the maths through to computer code and to useAn accompanying library of software includes standard probability distributions, statistical models and estimatorsThe e-book contains internet links to the software, documentation, and interactive (javascript) examples.
Genre: Non-Fiction > Educational
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