Bayesian Time Series Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Barber, David; Cemgil, A. Taylan; Chiappa, Silvia 作者

譯者

2011-8 出版日期

432 頁數

$ 96.05 價格

叢書系列

9780521196765 圖書編碼

Bayesian Time Series Models 在線電子書圖書標籤: 貝葉斯機器學習 3計劃

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發表於2024-11-08

Bayesian Time Series Models 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Bayesian Time Series Models 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Bayesian Time Series Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Bayesian Time Series Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Bayesian Time Series Models 在線電子書圖書描述

'What's going to happen next?' Time series data hold the answers, and Bayesian methods represent the cutting edge in learning what they have to say. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series techniques. Exploiting the unifying framework of probabilistic graphical models, the book covers approximation schemes, both Monte Carlo and deterministic, and introduces switching, multi-object, non-parametric and agent-based models in a variety of application environments. It demonstrates that the basic framework supports the rapid creation of models tailored to specific applications and gives insight into the computational complexity of their implementation. The authors span traditional disciplines such as statistics and engineering and the more recently established areas of machine learning and pattern recognition. Readers with a basic understanding of applied probability, but no experience with time series analysis, are guided from fundamental concepts to the state-of-the-art in research and practice.

Bayesian Time Series Models 在線電子書下載 mobi epub pdf txt 在線電子書下載

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