{"product_id":"c-jose-pinheiro-mixed-effects-models-in-s-and-s-plus-9781441903174","title":"Mixed-Effects Models in S and S-PLUS","description":"An overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. The authors present a unified model-building strategy for both models and apply this to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. Much emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented. This balanced mix of real data examples, modeling software, and theory makes the book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course.","brand":"Springer US","offers":[{"title":"Used - acceptable","offer_id":53599475171670,"sku":"9781441903174-B","price":20.79,"currency_code":"EUR","in_stock":true},{"title":"Used - very good","offer_id":54067041010006,"sku":"9781441903174-V","price":20.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9781441903174_1_4d2dcfc5-8877-459c-84e9-4237b8dee321.jpg?v=1778523225","url":"https:\/\/www.momoxbooks.com\/products\/c-jose-pinheiro-mixed-effects-models-in-s-and-s-plus-9781441903174","provider":"momoxbooks","version":"1.0","type":"link"}