John Maindonald,W. John Braun's Data Analysis and Graphics Using R (Cambridge Series in PDF

By John Maindonald,W. John Braun

detect what you are able to do with R! Introducing the R approach, overlaying commonplace regression tools, then tackling extra complex issues, this publication publications clients in the course of the useful, strong instruments that the R method presents. The emphasis is on hands-on research, graphical demonstrate, and interpretation of knowledge. the numerous labored examples, from real-world learn, are observed through statement on what's performed and why. The better half site has code and datasets, permitting readers to breed all analyses, besides ideas to chose workouts and updates. Assuming uncomplicated statistical wisdom and a few adventure with facts research (but no longer R), the publication is perfect for examine scientists, final-year undergraduate or graduate-level scholars of utilized facts, and practicing statisticians. it really is either for studying and for reference. This 3rd version expands upon issues corresponding to Bayesian inference for regression, error in variables, generalized linear combined types, and random forests.

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Data Analysis and Graphics Using R (Cambridge Series in Statistical and Probabilistic Mathematics, 10) by John Maindonald,W. John Braun

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