Author: | Adelchi Azzalini | ISBN: | 9781351414463 |
Publisher: | CRC Press | Publication: | November 13, 2017 |
Imprint: | Routledge | Language: | English |
Author: | Adelchi Azzalini |
ISBN: | 9781351414463 |
Publisher: | CRC Press |
Publication: | November 13, 2017 |
Imprint: | Routledge |
Language: | English |
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.
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.