{"product_id":"linear-models-with-r-julian-j-faraway-9781032583983","title":"Linear Models with R","description":"A Hands-On Way to Learning Data Analysis\nPart of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. Linear Models with R, Third Edition explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has greatly expanded since the publication of the second edition.\nNew to the Third Edition\n40% more content with more explanation and examples throughout\nNew chapter on sampling featuring simulation-based methods\nModel assessment methods discussed\nExplanation chapter expanded to include introductory ideas about causation\nModel interpretation in the presence of transformation\nCrossvalidation for model selection\nChapter on regularization now includes the elastic net\nMore on multiple comparisons and the use of marginal means\nDiscussion of design and power\nLike its widely praised, best-selling predecessor, this edition combines statistics and R to seamlessly give a coherent exposition of the practice of linear modeling. The text offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using R.","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":51351886266656,"sku":"9781032583983","price":83.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0753\/2812\/7264\/files\/9781032583983.jpg?v=1781125268","url":"https:\/\/bookcorner.com\/products\/linear-models-with-r-julian-j-faraway-9781032583983","provider":"The Book Corner","version":"1.0","type":"link"}