Springer, 1986. β 321 p. β ISBN: 1461293715, 9781461293712, e-ISBN: 9781461249504.<br/>With 180 Graphical Representations.<br/>This book, therefore, attempts to give a sound overview of most of the wellknown and widely used methods of analyzing and portraying data graph ically. Throughout the book t
Graphical Exploratory Data Analysis
β Scribed by S. H. C. du Toit, A. G. W. Steyn, R. H. Stumpf (auth.)
- Publisher
- Springer-Verlag New York
- Year
- 1986
- Tongue
- English
- Leaves
- 321
- Series
- Springer Texts in Statistics
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Portraying data graphically certainly contributes toward a clearer and more penetrative understanding of data and also makes sophisticated statistical data analyses more marketable. This realization has emerged from many years of experience in teaching students, in research, and especially from engaging in statistical consulting work in a variety of subject fields. Consequently, we were somewhat surprised to discover that a comprehenΒ sive, yet simple presentation of graphical exploratory techniques for the data analyst was not available. Generally books on the subject were either too incomplete, stopping at a histogram or pie chart, or were too technical and specialized and not linked to readily available computer programs. Many of these graphical techniques have furthermore only recently appeared in statisΒ tical journals and are thus not easily accessible to the statistically unsophisΒ ticated data analyst. This book, therefore, attempts to give a sound overview of most of the well-known and widely used methods of analyzing and portraying data graphΒ ically. Throughout the book the emphasis is on exploratory techniques. RealΒ izing the futility of presenting these methods without the necessary computer programs to actually perform them, we endeavored to provide working comΒ puter programs in almost every case. Graphic representations are illustrated throughout by making use of real-life data. Two such data sets are frequently used throughout the text. In realizing the aims set out above we avoided intricate theoretical derivations and explanations but we nevertheless are convinced that this book will be of inestimable value even to a trained statistician.
β¦ Table of Contents
Front Matter....Pages i-ix
The Role of Graphics in Data Exploration....Pages 1-12
Graphics for Univariate and Bivariate Data....Pages 13-35
Graphics for Selecting a Probability Model....Pages 36-53
Visual Representation of Multivariate Data....Pages 54-72
Cluster Analysis....Pages 73-104
Multidimensional Scaling....Pages 105-175
Graphical Representations in Regression Analysis....Pages 176-223
CHAID and XAID: Exploratory Techniques for Analyzing Extensive Data Sets....Pages 224-244
Control Charts....Pages 245-263
Time Series Representations....Pages 264-282
Further Useful Graphics....Pages 283-299
Back Matter....Pages 300-304
β¦ Subjects
Statistics, general
π SIMILAR VOLUMES
<p>In September 1977 a "Regional Science Symposium" was held at the Faculty of Economics of the University of Goningen in the Netherlands. The impetus in organizing this symposium was the recent estabΒ lishmen t at the F acuIty of Economics of a group engaged in teaching and research within the fiel
An introduction to the underlying principles, central concepts, and basic techniques for conducting and understanding exploratory data analysis -- with numerous social science examples.
The approach in this introductory book is that of informal study of the data. Methods range from plotting picture-drawing techniques to rather elaborate numerical summaries. Several of the methods are the original creations of the author, and all can be carried out either with pencil or aided
The approach in this introductory book is that of informal study of the data. Methods range from plotting picture-drawing techniques to rather elaborate numerical summaries. Several of the methods are the original creations of the author, and all can be carried out either with pencil or aided
The approach in this introductory book is that of informal study of the data. Methods range from plotting picture-drawing techniques to rather elaborate numerical summaries. Several of the methods are the original creations of the author, and all can be carried out either with pencil or aided