Graphics for Statistics and Data Analysis With R - Couverture rigide

Livre 84 sur 139: Chapman & Hall/CRC Texts in Statistical Science

Keen, Kevin J.

 
9781498779838: Graphics for Statistics and Data Analysis With R
Couverture rigide
ISBN 10 : 1498779832 ISBN 13 : 9781498779838
Editeur : Chapman & Hall/CRC, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2018
Langue
anglais
ISBN 10 
1498779832
ISBN 13 
9781498779838
Reliure
Relié
Numéro d'édition
2
Nombre de pages
610
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780367734442: Graphics for Statistics and Data Analysis With R

Edition présentée

ISBN 10 :  0367734443 ISBN 13 :  9780367734442
Editeur : Chapman & Hall/CRC, 2020
Couverture souple