{"product_id":"9781544336473","title":"An R Companion to Applied Regression 3\/e","description":"\u003cp\u003eAn R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial web-based support materials.   The Third Edition has been reorganized and includes a new chapter on mixed-effects models, new and updated data sets, and a de-emphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the car and effects packages for R for this edition, introducing additional capabilities and making the software more consistent and easier to use. They also advocate an everyday data-analysis workflow that encourages reproducible research. To this end, they provide coverage of RStudio, an interactive development environment for R that allows readers to organize and document their work in a simple and intuitive fashion, and then easily share their results with others. Also included is coverage of R Markdown, showing how to create documents that mix R commands with explanatory text.\u003c\/p\u003e","brand":"SAGE PUBLICATIONS INC","offers":[{"title":"Default Title","offer_id":51185550524690,"sku":"9781544336473","price":288.84,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0508\/3093\/4173\/files\/9781544336473.jpg?v=1774736332","url":"https:\/\/bargainbooks.com.au\/products\/9781544336473","provider":"Bargain Books Australia","version":"1.0","type":"link"}