{"product_id":"regression-diagnostics-book-john-fox-9781544375229","title":"Regression Diagnostics","description":"\u003cp\u003eRegression diagnostics are methods for determining whether a regression model that has been fit to data adequately represents the structure of the data. For example, if the model assumes a linear (straight-line) relationship between the response and an explanatory variable, is the assumption of linearity warranted? Regression diagnostics not only reveal deficiencies in a regression model that has been fit to data but in many instances may suggest how the model can be improved. The \u003cstrong\u003eSecond Edition \u003c\/strong\u003eof this bestselling volume by John Fox considers two important classes of regression models: the normal linear regression model (LM), in which the response variable is quantitative and assumed to have a normal distribution conditional on the values of the explanatory variables; and generalized linear models (GLMs) in which the conditional distribution of the response variable is a member of an exponential family. R code and data sets for examples within the text can be found on an accompanying website.\u003c\/p\u003e","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51701823340817,"sku":"","price":0.0,"currency_code":"USD","in_stock":true},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51701823471889,"sku":"GOR013046268","price":63.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1544375220.jpg?v=1786106536","url":"https:\/\/www.worldofbooks.com\/products\/regression-diagnostics-book-john-fox-9781544375229","provider":"World of Books ","version":"1.0","type":"link"}