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Statistical Inference Based on the likelihood

Statistical Inference Based on the likelihood

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  • Release Date: 21/01/2023
  • Barcode: 9781032478012
  • Imprint: CRC Press
  • Publisher: Taylor & Francis
Statistical Inference Based on the likelihood

Statistical Inference Based on the likelihood

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DESCRIPTION

Statistical Inference Based on the Likelihood introduces likelihood-based statistical theory and related methods. It takes a classical point of view and denonstrates how the main body of statistical techniques can be generated from a few key concepts.
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.

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