Graphics for statistics and data analysis with R / Kevin J. Keen.

Graphics for statistics and data analysis with R /

"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 pa...

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Bibliographic Details
Main Author: Keen, K. J. (Author)
Corporate Author: CRC Press
Format: Electronic eBook
Language:English
Published: Boca Raton : CRC Press, Taylor & Francis Group, 2018.
Edition:Second edition.
Subjects:
R (Computer program language)
Mathematical statistics > Graphic methods > Data processing.
Mathematical statistics > Textbooks.
Electronic books.
Online Access: Full text (WIT users only)
Table of Contents:
  • Introduction
  • The graphical display of information
  • Basic charts for the distribution of a single discrete variable
  • Advanced charts for the distribution of a single discrete variable
  • Exploratory plots for the distribution of a single continuous variable
  • Diagnostic plots for the distribution of a continuous variable
  • Nonparametric density estimation for a single continuous variable
  • Parametric density estimation for a single continuous variable
  • Depicting the distribution of two discrete variables
  • Depicting the distribution of one continuous variable and one discrete variable
  • Depicting the distribution of two continuous variables
  • Simple linear regression: graphical displays
  • Polynomial regression and data smoothing : graphical displays
  • Visualizing multivariate data.

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