The Likelihood plays a key role in both introducing general notions
of statistical theory, and in developing specific methods. This
book introduces likelihood-based statistical theory and related
methods from a classical viewpoint, and demonstrates how the main
body of currently used statistical techniques can be generated from
a few key concepts, in particular the likelihood. Focusing on those
methods, which have both a solid theoretical background and
practical relevance, the author gives formal justification of the
methods used and provides numerical examples with real data.
General
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