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Graphics for statistics and data ana...
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Keen, K. J.
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Graphics for statistics and data analysis with R /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Graphics for statistics and data analysis with R // Kevin J. Keen.
作者:
Keen, K. J.
出版者:
Boca Raton :Chapman & Hall/CRC, : c2010.,
面頁冊數:
xxxiv, 447 p., [8] p. of plates :ill. (some col.) ;25 cm.
標題:
R (Computer program language) -
ISBN:
9781584880875 (hbk.) :
Graphics for statistics and data analysis with R /
Keen, K. J.
Graphics for statistics and data analysis with R /
Kevin J. Keen. - Boca Raton :Chapman & Hall/CRC,c2010. - xxxiv, 447 p., [8] p. of plates :ill. (some col.) ;25 cm. - Chapman & Hall/CRC texts in statistical science series. - Texts in statistical science..
Includes bibliographical references and index.
The graphical display of information -- Introduction --
"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."--Publisher's description.
ISBN: 9781584880875 (hbk.) :UK45.99Subjects--Topical Terms:
784593
R (Computer program language)
LC Class. No.: QA276.45.R3 / K44 2010
Dewey Class. No.: 519.50285
Graphics for statistics and data analysis with R /
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