{"product_id":"time-series-analysis-for-the-junichiro-hagiwara-9789811607103","title":"Time Series Analysis for the State-Space Model with R\/Stan","description":"This book provides a comprehensive and concrete illustration of time series analysis focusing on the state-space model, which has recently attracted increasing attention in a broad range of fields. The major feature of the book lies in its consistent Bayesian treatment regarding whole combinations of batch and sequential solutions for linear Gaussian and general state-space models: MCMC and Kalman\/particle filter. The reader is given insight on flexible modeling in modern time series analysis. The main topics of the book deal with the state-space model, covering extensively, from introductory and exploratory methods to the latest advanced topics such as real-time structural change detection. Additionally, a practical exercise using R\/Stan based on real data promotes understanding and enhances the reader's analytical capability. \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Junichiro Hagiwara\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9811607109\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789811607103\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/31\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 347\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.51lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.81d","brand":"Junichiro Hagiwara","offers":[{"title":"Hardcover","offer_id":43993642500351,"sku":"9789811607103","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9da3a526-6e8e-4aa4-b1e7-a386d789f199.jpg?v=1683325484","url":"https:\/\/www.whiterainbookhouse.com\/products\/time-series-analysis-for-the-junichiro-hagiwara-9789811607103","provider":"WR Book House","version":"1.0","type":"link"}