Graphics for Statistics and Data Analysis with R - Keen, Kevin J.

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Auteur(s) : Keen, Kevin J.

Editeur : Chapman And Hall/Crc

Langue : Anglais

Parution : 01/05/2018

Format : Moyen, de 350g à 1kg

Nombre de pages : 612.0

Expédition : 1345

Dimensions : 24.0 x 15.7 x 3.7

ISBN : 9781498779838

Résumé :

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.

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Biographie:

Introduction. The Graphical Display of Information. A Single Discrete Variable. Basic Charts for the Distribution of a Single Discrete Variable. Advanced Charts for the Distribution of a Single Discrete Variable. A Single Continuous 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. Two Variables. 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. Statistical Models for Two or More Variables. Graphical Displays for Simple Linear Regression. Graphical Displays for Polynomial Regression. Visualizing Multivariate Data. References. Index.

Sommaire:

The book 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 variety of graphical displays for the presentation of data, including modern tools for data visualization and representation. The second edition will add examples with the R package ggplot2 in addition to examples with the base and lattice packages in the first edition.