Linear Models With R

Un libro in lingua di Faraway Julian J. edito da Chapman & Hall, 2014

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Linear models are widely used in applications in physical science, engineering, social science and business. The world of R has expanded in the ten years that have passed since this text’s first edition. The second edition reorganizes the material on interpreting linear models to distinguish the main applications of prediction and explanation. Elementary notions of causality are introduced and new topics include the QR decomposition, splines, additive models, Lasso, multiple imputation, and false discovery rates. Statistical strategy is covered and the author uses the ggplot2 graphics package in addition to base graphics.

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