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Combining a contemporary, data-analytic perspective with a concentrate on purposes within the social sciences, the Second Version of Applied Regression Analysis and Generalized Linear Models supplies in-depth protection of regression evaluation, generalized linear fashions, and intently associated strategies. Though the textual content is essentially accessible to readers with a modest background in statistics and arithmetic, writer John Fox additionally presents extra superior materials all through the book.
Key Updates to the Second Version:Offers tremendously enhanced protection of generalized linear fashions, with an emphasis on fashions for categorical and rely dataOffers new chapters on lacking data in regression fashions and on strategies of mannequin selectionIncludes expanded remedy of strong regression, time-collection regression, nonlinear regression, and nonparametric regressionIncorporates new examples utilizing bigger data setsIncludes an in depth Net site at http://www.sagepub.com/fox that presents appendixes, data units used within the book and for data-analytic workouts, and the data-analytic workouts themselves
This core textual content will probably be a useful useful resource for graduate college students and researchers within the social sciences (notably sociology, political science, and psychology) and different disciplines that make use of linear and associated fashions for data evaluation.
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