{"product_id":"9780367680442","title":"Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R","description":"\u003cp\u003e\u003cstrong\u003eBeyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R \u003c\/strong\u003eis designed for undergraduate students who have successfully completed a multiple linear regression course, helping them develop an expanded modeling toolkit that includes non-normal responses and correlated structure. Even though there is no mathematical prerequisite, the authors still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner. The case studies and exercises feature real data and real research questions; thus, most of the data in the textbook comes from collaborative research conducted by the authors and their students, or from student projects. Every chapter features a variety of conceptual exercises, guided exercises, and open-ended exercises using real data. After working through this material, students will develop an expanded toolkit and a greater appreciation for the wider world of data and statistical modeling.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eA solutions manual for all exercises is available to qualified instructors at the book’s website at \u003cu\u003ewww.routledge.com\u003c\/u\u003e, and data sets and Rmd files for all case studies and exercises are available at the authors’ GitHub repo (https:\/\/github.com\/proback\/BeyondMLR)\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":46251955486961,"sku":"9780367680442","price":63.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9780367680442_p0.jpg?v=1764965419","url":"https:\/\/shop.barnesandnoble.com\/products\/9780367680442","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}