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Viser: Bayesian Nonparametric Mixture Models - Methods and Applications
Bayesian Nonparametric Mixture Models
Methods and Applications
Abel Rodriguez og Athanasios Kottas
(2023)
Sprog: Engelsk
Taylor & Francis Group
974,00 kr.
Denne bog er endnu ikke udgivet. Den forventes Dec 2023.
Detaljer om varen
- Hardback: 350 sider
- Udgiver: Taylor & Francis Group (December 2023)
- Forfattere: Abel Rodriguez og Athanasios Kottas
- ISBN: 9781466513600
Bayesian nonparametric methods, in particular nonparametric mixture models, have become extremely popular in the last 10 years and are becoming part of the foundational material that any Bayesian statistician needs to be familiar with. This book introduces Bayesian nonparametric mixture models to readers with intermediate knowledge of Bayesian statistical methods and computation using simulation-based methods such as Markov chain Monte Carlo. Suitable for professional statisticians and graduate students, it is one of the first books to offer an introductory text on Bayesian nonparametric mixture modeling.
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