Bayesian Networks
An Introduction
Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential Families and their applications. A detailed description of learning algorithms and Conditional Gaussian Distributions…
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Produktdetails
Weitere Autoren: Noble, John
- ISBN: 978-1-119-96495-7
- EAN: 9781119964957
- Produktnummer: 13828093
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2011
- Seitenangabe: 366 S.
- Plattform: EPUB
- Masse: 20'734 KB
- Auflage: 2. Aufl.
Über den Autor
Timo Koski, Professor of Mathematical Statistics, Department of Mathematics, Royal Institute of Technology, Stockholm, Sweden. John M. Noble, Department of Mathematics, University of Linköping, Sweden.
2 weitere Werke von Timo Koski:
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