{"product_id":"mixed-effects-models-in-s-and-s-plus-book-jose-pinheiro-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":"WoB","offers":[{"title":"GB \/ GOOD \/ INTERNAL","offer_id":49530698301713,"sku":"GOR012827574","price":11.69,"currency_code":"USD","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":50375181664529,"sku":"CIN1441903178G","price":7.19,"currency_code":"USD","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":51333624168721,"sku":"CIN1441903178VG","price":33.65,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1441903178.jpg?v=1750714742","url":"https:\/\/www.worldofbooks.com\/products\/mixed-effects-models-in-s-and-s-plus-book-jose-pinheiro-9781441903174","provider":"World of Books ","version":"1.0","type":"link"}