{"product_id":"dynamic-time-series-models-using-nalini-ravishanker-9780367654276","title":"Dynamic Time Series Models using R-INLA: An Applied Perspective","description":"\u003cp\u003e\u003cb\u003e\u003ci\u003eDynamic Time Series Models using R-INLA: An Applied Perspective\u003c\/i\u003e\u003c\/b\u003e is the outcome of a joint effort to systematically describe the use of R-INLA for analysing time series and showcasing the code and description by several examples. This book introduces the underpinnings of R-INLA and the tools needed for modelling different types of time series using an approximate Bayesian framework.\u003c\/p\u003e \u003cp\u003eThe book is an ideal reference for statisticians and scientists who work with time series data. It provides an excellent resource for teaching a course on Bayesian analysis using state space models for time series.\u003c\/p\u003e \u003cp\u003eKey Features: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eIntroduction and overview of R-INLA for time series analysis.\u003c\/li\u003e \u003cli\u003eGaussian and non-Gaussian state space models for time series.\u003c\/li\u003e \u003cli\u003eState space models for time series with exogenous predictors.\u003c\/li\u003e \u003cli\u003e\u003cem\u003eHierarchical models for a potentially large set of time series. \u003c\/em\u003e\u003c\/li\u003e \u003cli\u003eDynamic modelling of stochastic volatility and spatio-temporal dependence.\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nalini Ravishanker, Balaji Raman, Refik Soyer\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 036765427X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367654276\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/10\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 282\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.62lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.69d\u003c\/ul\u003e","brand":"Nalini Ravishanker","offers":[{"title":"Hardcover","offer_id":44070708838655,"sku":"9780367654276","price":110.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a4c68da0-5395-466e-a1a6-3bb0adfe9208.jpg?v=1685431903","url":"https:\/\/www.whiterainbookhouse.com\/products\/dynamic-time-series-models-using-nalini-ravishanker-9780367654276","provider":"WR Book House","version":"1.0","type":"link"}