{"product_id":"mixedeffects-models-in-s-and-splus-statistics-and-computing-9781441903174","title":"Mixed-Effects Models in S and S-PLUS (Statistics and Computing)","description":"\u003cp\u003eAn 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.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67902271389749,"sku":"ByrdShop_1441903178","price":167.93,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781441903174.jpg?v=1793821452","url":"https:\/\/atxbooks.com\/products\/mixedeffects-models-in-s-and-splus-statistics-and-computing-9781441903174","provider":"ATX Books","version":"1.0","type":"link"}