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Chapman & Hall Graphics For Statistics And Data Analysis With R 09780367734442

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Praise for the First EditionThe main strength of this book is that it provides a unified framework of graphical tools for data analysis especially for univariate and low-dimensional multivariate data. In addition it is clearly written in plain language and the inclusion of R code is particularly useful to assist readers’ understanding of the graphical techniques discussed in the book. … It not only summarises graphical techniques but it also serves as a practical reference for researchers and graduate students with an interest in data display. Han Lin Shang  Journal of Applied StatisticsGraphics for Statistics and Data Analysis with R Second Edition presents the basic principles of graphical design and applies these principles to engaging examples using the graphics and lattice packages in R. It offers a wide array of modern graphical displays for data visualization and representation. Added in the second edition are coverage of the ggplot2 graphics package material on human visualization and color rendering in R on screen and in print. FeaturesEmphasizes the fundamentals of statistical graphics and best practice guidelines for producing and choosing among graphical displays in RPresents technical details on topics such as: the estimation of quantiles nonparametric and parametric density estimation; diagnostic plots for the simple linear regression model; polynomial regression splines and locally weighted polynomial regression for producing a smooth curve; Trellis graphics for multivariate dataProvides downloadable R code and data for figures at www. graphicsforstatistics. comKevin J. Keen is a Professor of Mathematics and Statistics at the University of Northern British Columbia (Prince George Canada) and an Accredited Professional StatisticianTM by the Statistical Society of Canada and the American Statistical Association.

Chapman & Hall Graphics For Statistics And Data Analysis With R 09780367734442

Praise for the First EditionThe main strength of this book is that it provides a unified framework of graphical tools for data analysis especially for univariate and low-dimensional multivariate data. In addition it is clearly written in plain language and the inclusion of R code is particularly useful to assist readers’ understanding of the graphical techniques discussed in the book. … It not only summarises graphical techniques but it also serves as a practical reference for researchers and graduate students with an interest in data display. Han Lin Shang  Journal of Applied StatisticsGraphics for Statistics and Data Analysis with R Second Edition presents the basic principles of graphical design and applies these principles to engaging examples using the graphics and lattice packages in R. It offers a wide array of modern graphical displays for data visualization and representation. Added in the second edition are coverage of the ggplot2 graphics package material on human visualization and color rendering in R on screen and in print. FeaturesEmphasizes the fundamentals of statistical graphics and best practice guidelines for producing and choosing among graphical displays in RPresents technical details on topics such as: the estimation of quantiles nonparametric and parametric density estimation; diagnostic plots for the simple linear regression model; polynomial regression splines and locally weighted polynomial regression for producing a smooth curve; Trellis graphics for multivariate dataProvides downloadable R code and data for figures at www. graphicsforstatistics. comKevin J. Keen is a Professor of Mathematics and Statistics at the University of Northern British Columbia (Prince George Canada) and an Accredited Professional StatisticianTM by the Statistical Society of Canada and the American Statistical Association.

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