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Finite Mixture and Markov Switching Models - Sylvia Frühwirth-Schnatter

Anglų
2010-11-19
254,08 € 338,78 €

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The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book is the first to offer a systematic presentation of the Bayesian perspective of finite mixture modelling. The book is designed to show finite mixture and Markov switching models are formulated, what structures they imply on the data ... Visas aprašymas

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Aprašymas

The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book is the first to offer a systematic presentation of the Bayesian perspective of finite mixture modelling. The book is designed to show finite mixture and Markov switching models are formulated, what structures they imply on the data, their potential uses, and how they are estimated. Presenting its concepts informally without sacrificing mathematical correctness, it will serve a wide readership including statisticians as well as biologists, economists, engineers, financial and market researchers.

Daugiau informacijos

Autorius Sylvia Frühwirth-Schnatter
Leidėjas Springer US
Series Springer Series in Statistics
Išleidimo metai 2010
Viršelio tipas Minkšti viršeliai
EAN 9781441921949
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254,08 € 338,78 €