Graphics for Statistics and Data Analysis with R

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Graphics for Statistics and Data Analysis with R by Kevin J. Keen, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Kevin J. Keen ISBN: 9780429632211
Publisher: CRC Press Publication: September 26, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Kevin J. Keen
ISBN: 9780429632211
Publisher: CRC Press
Publication: September 26, 2018
Imprint: Chapman and Hall/CRC
Language: English

Praise for the First Edition

"The 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 Statistics

Graphics 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.

Features

  • Emphasizes the fundamentals of statistical graphics and best practice guidelines for producing and choosing among graphical displays in R
  • Presents 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 data
  • Provides downloadable R code and data for figures at www.graphicsforstatistics.com

Kevin 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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Praise for the First Edition

"The 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 Statistics

Graphics 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.

Features

Kevin 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.

More books from CRC Press

Cover of the book Cybersecurity and Privacy in Cyber Physical Systems by Kevin J. Keen
Cover of the book Microemulsions: Structure and Dynamics by Kevin J. Keen
Cover of the book 3ds Max 8 MAXScript Essentials by Kevin J. Keen
Cover of the book The Technology of Building Defects by Kevin J. Keen
Cover of the book Numerical Methods for Chemical Engineers Using Excel, VBA, and MATLAB by Kevin J. Keen
Cover of the book Strengthening the Human Right to Sanitation as an Instrument for Inclusive Development by Kevin J. Keen
Cover of the book Natural Toxic Compounds of Foods by Kevin J. Keen
Cover of the book Waste-to-Energy Technologies and Global Applications by Kevin J. Keen
Cover of the book Electrochemical Supercapacitors for Energy Storage and Delivery by Kevin J. Keen
Cover of the book Assessing Command and Control Effectiveness by Kevin J. Keen
Cover of the book CDM 2007 by Kevin J. Keen
Cover of the book Primary Care by Kevin J. Keen
Cover of the book Bearing Capacity of Roads, Railways and Airfields by Kevin J. Keen
Cover of the book Ecological Relationships and Evolution of Rickettsiae by Kevin J. Keen
Cover of the book Adjuvants for Agrichemicals by Kevin J. Keen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy