{"product_id":"applied-mixed-model-analysis-a-practical-guide-hardback-9781108480574","title":"Applied Mixed Model Analysis; A Practical Guide (Hardback) 9781108480574","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eApplied Mixed Model Analysis\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eA Practical Guide\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eEmphasizing interpretation of results, this hands-on guide explains why, when, and how to use mixed models with your data.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eJos W. R. Twisk (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781108480574, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 18 April 2019\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e246 pages\u003cbr\u003e25.3 x 17.8 x 1.8 cm, 0.6 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThis practical book is designed for applied researchers who want to use mixed models with their data. It discusses the basic principles of mixed model analysis, including two-level and three-level structures, and covers continuous outcome variables, dichotomous outcome variables, and categorical and survival outcome variables. Emphasizing interpretation of results, the book develops the most important applications of mixed models, such as the study of group differences, longitudinal data analysis, multivariate mixed model analysis, IPD meta-analysis, and mixed model predictions. All examples are analyzed with STATA, and an extensive overview and comparison of alternative software packages is provided. All datasets used in the book are available for download, so readers can re-analyze the examples to gain a strong understanding of the methods. Although most examples are taken from epidemiological and clinical studies, this book is also highly recommended for researchers working in other fields.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Introduction\u003cbr\u003e 2. Basic principles of mixed model analysis\u003cbr\u003e 3. What is gained by using mixed model analysis?\u003cbr\u003e 4. Logistic mixed model analysis\u003cbr\u003e 5. Mixed model analysis with other outcomes\u003cbr\u003e 6. Explaining differences between groups\u003cbr\u003e 7. Multivariable modelling\u003cbr\u003e 8. Predictions based on mixed model analysis\u003cbr\u003e 9. Mixed model analysis for longitudinal data\u003cbr\u003e 10. Multivariate mixed model analysis\u003cbr\u003e 11. Sample size calculations\u003cbr\u003e 12. Some loose ends.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e], Epidemiology \u0026amp; medical statistics [\u003ca title=\"See our other books on Epidemiology \u0026amp; medical statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Epidemiology%20\u0026amp;%20medical%20statistics%20%5BMBNS%5D%22\"\u003eMBNS\u003c\/a\u003e], Personal \u0026amp; public health [\u003ca title=\"See our other books on Personal \u0026amp; public health\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Personal%20\u0026amp;%20public%20health%20%5BMBNH%5D%22\"\u003eMBNH\u003c\/a\u003e], Psychology [\u003ca title=\"See our other books on Psychology\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Psychology%20%5BJM%5D%22\"\u003eJM\u003c\/a\u003e], Research methods: general [\u003ca title=\"See our other books on Research methods: general\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Research%20methods:%20general%20%5BGPS%5D%22\"\u003eGPS\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46266360398104,"sku":"9781108480574","price":122.49,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9781108480574i.jpg?v=1696706068","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/applied-mixed-model-analysis-a-practical-guide-hardback-9781108480574","provider":"Freshly Printed Books","version":"1.0","type":"link"}