Graphics for statistics and data analysis with R. ([2018])

• Record Type: Book
• Further Information: Note: Kevin J. Keen.
• Authors: Keen, K. J
• Contents: Intro; Halftitle Page; Title Page; Copyright; Table of Contents; Preface to the First Edition; Preface to the Second Edition; Acknowledgments; Part I Introduction; 1 The Graphical Display of Information; 1.1 Introduction; 1.2 Learning Outcomes; 1.3 Know the Intended Audience; 1.4 Principles of Effective Statistical Graphs; 1.4.1 The Layout of a Graphical Display; 1.4.2 The Design of Graphical Displays; 1.5 Graphicacy; 1.6 The Grammar of Graphics; 1.7 Graphical Statistics; 1.8 Conclusion; 1.9 Exercises; Part II A Single Discrete Variable 2 Basic Charts for the Distribution of a Single Discrete Variable2.1 Introduction; 2.2 Learning Outcomes; 2.3 An Example from the United Nations; 2.4 The Dot Chart; 2.5 The Bar Chart; 2.5.1 Definition; 2.5.2 Pseudo-Three-Dimensional Bar Chart; 2.6 The Pie Chart; 2.6.1 Definition; 2.6.2 Pseudo-Three-Dimensional Pie Chart; 2.6.3 Recommendations Concerning the Pie Chart; 2.7 Conclusion; 2.8 Exercises; 3 Advanced Charts for the Distribution of a Single Discrete Variable; 3.1 Introduction; 3.2 Learning Outcomes; 3.3 The Stacked Bar Chart; 3.3.1 Definition 3.3.2 The Stacked Bar Plot versus the Bar Chart and the Pie Chart3.4 The Pictograph; 3.4.1 Definition; 3.4.2 The Pictograph versus the Dot Chart and the Bar Chart; 3.5 Variations on the Dot and Bar Charts; 3.5.1 The Bar-Whisker Chart; 3.5.2 Dot-Whisker Chart; 3.6 Frames, Grid Lines, and Order; 3.6.1 Frame; 3.6.2 Grid Lines; 3.6.3 Order; 3.7 Conclusion; 3.8 Exercises; Part III A Single Continuous Variable; 4 Exploratory Plots for the Distribution of a Single Continuous Variable; 4.1 Introduction; 4.2 Learning Outcomes; 4.3 The Dotplot; 4.3.1 Definition; 4.3.2 Variations on the Dotplot 4.4 The Stemplot4.4.1 Definition; 4.5 The Boxplot; 4.5.1 Definition; 4.5.2 Variations on the Boxplot; 4.6 The EDF Plot; 4.6.1 Definition; 4.6.2 The EDF Plot as a Diagnostic Tool; 4.7 Conclusion; 4.8 Exercises; 5 Diagnostic Plots for the Distribution of a Continuous Variable; 5.1 Introduction; 5.2 Learning Outcomes; 5.3 The Quantile-Quantile Plot; 5.4 The Probability Plot; 5.5 Estimation of Quartiles and Percentiles*; 5.5.1 Estimation of Quartiles; 5.5.2 Estimation of Percentiles; 5.6 Conclusion; 5.7 Exercises; 6 Nonparametric Density Estimation for a Single Continuous Variable 6.1 Introduction6.2 Learning Outcomes; 6.3 The Histogram; 6.3.1 Definition; 6.3.2 A Circular Variation on the Histogram: The Rose Diagram; 6.4 Kernel Density Estimation; 6.5 Spline Density Estimation∗; 6.6 Choosing a Plot for a Continuous Variable; 6.7 Conclusion; 6.8 Exercises; 7 Parametric Density Estimation for a Single Continuous Variable; 7.1 Introduction; 7.2 Learning Outcomes; 7.3 Normal Density Estimation; 7.4 Transformations to Normality; 7.5 Pearson's Curves; 7.6 Gram-Charlier Series Expansion; 7.7 Conclusion; 7.8 Exercises; Part IV Two Variables
• Edition: Second edition
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 519.5; Mathematical statistics -- Data processing; Mathematical statistics; Mathematical statistics; Mathematical statistics -- Data processing; MATHEMATICS / Probability & Statistics / General; Electronic books
• Languages: English
• ISBNs: 9781351007726; 1351007726; 9781351007702; 9780429031069; 0429031068; 9780429630729; 0429630727; 9780429632211; 0429632215; 9780429633706
• Related ISBNs: 135100770X; 042963370X; 9781498779838; 1498779832
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online record; title from digital title page (viewed on July 10, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.