Graphics for Statistics and Data Analysis with R (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Keen, Kevin J.

Hardcover

ISBN 10: 1584880872 ISBN 13: 9781584880875

Verlag: Chapman and Hall/CRC, 2010

Inhaltsangabe

Graphics for Statistics and Data Analysis with R presents the basic principles of sound graphical design and applies these principles to engaging examples using the graphical functions available in R. It offers a wide array of graphical displays for the presentation of data, including modern tools for data visualization and representation.

The book considers graphical displays of a single discrete variable, a single continuous variable, and then two or more of each of these. It includes displays and the R code for producing the displays for the dot chart, bar chart, pictographs, stemplot, boxplot, and variations on the quantile-quantile plot. The author discusses nonparametric and parametric density estimation, diagnostic plots for the simple linear regression model, polynomial regression, and locally weighted polynomial regression for producing a smooth curve through data on a scatterplot. The last chapter illustrates visualizing multivariate data with examples using Trellis graphics.

Showing how to use graphics to display or summarize data, this text provides best practice guidelines for producing and choosing among graphical displays. It also covers the most effective graphing functions in R. R code is available for download on the book’s website.

Über diesen Titel

Über die Autorin bzw. den Autor

Kevin J. Keen is a statistician and an associate professor of mathematics at the University of Northern British Columbia in Prince George, Canada.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 1584880872
• ISBN 13: 9781584880875
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 489
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar