Statistical Analysis: an Introduction using R/Chapter 4

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Good likelihood stuff at http://statgen.iop.kcl.ac.uk/bgim/mle/sslike_1.html

Repeat the concept of the likelihood of a set of observations. Models, etc.,

This is a frequentist approach

Prior probability of models: the Bayesian approach