{"product_id":"mathematics-and-statistics-9789811607110","title":"Mathematics and Statistics","description":"\u003cp\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. 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53590378971415,"sku":null,"price":17484.9,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9789811607110.jpg?v=1782730298","url":"https:\/\/payment.letskitaboo.com\/products\/mathematics-and-statistics-9789811607110","provider":"Kitaboo One eStore","version":"1.0","type":"link"}