{"product_id":"linear-models-with-r-chapman-hallcrc-texts-in-statistical-science-9781439887332","title":"Linear Models with R (Chapman \u0026 Hall\/CRC Texts in Statistical Science)","description":"\u003cp\u003eA Hands-On Way to Learning Data Analysis Part 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  Second 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 first edition. New to the Second Edition Reorganized material on interpreting linear models  which distinguishes the main applications of prediction and explanation and introduces elementary notions of causality Additional topics  including QR decomposition  splines  additive models  Lasso  multiple imputation  and false discovery rates Extensive use of the ggplot2 graphics package in addition to base graphics Like 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.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":45651944964149,"sku":"ByrdShop_1439887330","price":56.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781439887332.jpg?v=1781846750","url":"https:\/\/atxbooks.com\/products\/linear-models-with-r-chapman-hallcrc-texts-in-statistical-science-9781439887332","provider":"ATX Books","version":"1.0","type":"link"}