{"product_id":"methods-and-applications-of-longitudinal-xian-liu-9780128013427","title":"Methods and Applications of Longitudinal Data Analysis","description":"\u003cp\u003e\u003ci\u003eMethods and Applications of Longitudinal Data Analysis\u003c\/i\u003e describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. It introduces basic concepts and functions including a variety of regression models, and their practical applications across many areas of research. Statistical procedures featured within the text include: \u003c\/p\u003e \u003cul\u003e \u003cli\u003edescriptive methods for delineating trends over time\u003c\/li\u003e \u003cli\u003elinear mixed regression models with both fixed and random effects\u003c\/li\u003e \u003cli\u003ecovariance pattern models on correlated errors\u003c\/li\u003e \u003cli\u003egeneralized estimating equations\u003c\/li\u003e \u003cli\u003enonlinear regression models for categorical repeated measurements\u003c\/li\u003e \u003cli\u003etechniques for analyzing longitudinal data with non-ignorable missing observations\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eEmphasis is given to applications of these methods, using substantial empirical illustrations, designed to help users of statistics better analyze and understand longitudinal data.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eMethods and Applications of Longitudinal Data Analysis\u003c\/i\u003e equips both graduate students and professionals to confidently apply longitudinal data analysis to their particular discipline. It also provides a valuable reference source for applied statisticians, demographers and other quantitative methodologists.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Xian Liu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128013427\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128013427\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/08\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 530\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.47lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 1.13d","brand":"Xian Liu","offers":[{"title":"Hardcover","offer_id":43913352904959,"sku":"9780128013427","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_76e1f8f3-e1c5-47ba-9ed4-54930387c358.jpg?v=1680618194","url":"https:\/\/www.whiterainbookhouse.com\/products\/methods-and-applications-of-longitudinal-xian-liu-9780128013427","provider":"WR Book House","version":"1.0","type":"link"}