{"product_id":"9789811607134-time-series-analysis-for-the-state-space-model-with-rstan","title":"Time Series Analysis for the State-Space Model with R\/Stan","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eThis 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. 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.  \u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41051396538465,"sku":"9789811607134","price":147.44,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/935232f4ef96b675d19da939d50966e2.jpg?v=1698322811","url":"https:\/\/www.rarewaves.com\/products\/9789811607134-time-series-analysis-for-the-state-space-model-with-rstan","provider":"Rarewaves.com","version":"1.0","type":"link"}