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Dynamic Linear Models with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Petris, Giovanni/ Petrone, Sonia/ Campagnoli, Patrizia 作者

譯者

2009-6 出版日期

265 頁數

$ 90.34 價格

叢書系列

9780387772370 圖書編碼

Dynamic Linear Models with R 在線電子書圖書標籤: R statistics, 統計科普數據處理 programming

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發表於2024-07-08

Dynamic Linear Models with R 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Dynamic Linear Models with R 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Dynamic Linear Models with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Dynamic Linear Models with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Dynamic Linear Models with R 在線電子書圖書描述

State space models have gained tremendous popularity in recent years in as disparate fields as engineering, economics, genetics and ecology. After a detailed introduction to general state space models, this book focuses on dynamic linear models, emphasizing their Bayesian analysis. Whenever possible it is shown how to compute estimates and forecasts in closed form; for more complex models, simulation techniques are used. A final chapter covers modern sequential Monte Carlo algorithms. The book illustrates all the fundamental steps needed to use dynamic linear models in practice, using R. Many detailed examples based on real data sets are provided to show how to set up a specific model, estimate its parameters, and use it for forecasting. All the code used in the book is available online. No prior knowledge of Bayesian statistics or time series analysis is required, although familiarity with basic statistics and R is assumed.

Dynamic Linear Models with R 在線電子書下載 mobi epub pdf txt 在線電子書下載

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