{"product_id":"time-series-analysis-for-the-state-space-model-with-r-stan-von-junichiro-hagiwara","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.  \u003cbr\u003e\n                \u003cbr\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811607134\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811607103\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9789811607134","offer_id":40497493180509,"sku":"9789811607134","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9789811607103","offer_id":40150873833565,"sku":"9789811607103","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3908dd3c-90ab-4aac-b63f-0fbebc03f8ae.jpg?v=1772256892","url":"https:\/\/shop.autorenwelt.de\/products\/time-series-analysis-for-the-state-space-model-with-r-stan-von-junichiro-hagiwara","provider":"Autorenwelt Shop","version":"1.0","type":"link"}