Modern Data Analysis
eBook - PDF

Modern Data Analysis

  1. 216 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Modern Data Analysis

About this book

Modern Data Analysis contains the proceedings of a Workshop on Modern Data Analysis held in Raleigh, North Carolina, on June 2-4, 1980 under the auspices of the United States Army Research Office. The papers review theories and methods of data analysis and cover topics ranging from single and multiple quantile-quantile (Q-Q) plotting procedures to biplot display and pencil-and-paper exploratory data analysis methods. Projection pursuit methods for data analysis are also discussed. Comprised of nine chapters, this book begins with an introduction to styles of data analysis techniques, followed by an analysis of single and multiple Q-Q plotting procedures. Problems involving extreme-value data and the behavior of sample averages are considered. Subsequent chapters deal with the use of smelting in guiding re-expression; geometric data analysis; and influence functions and regression diagnostics. The final chapter examines the use and interpretation of robust analysis of variance for the general non-full-rank linear model. The procedures are described in terms of their mathematical structure, which leads to efficient computational algorithms. This monograph should be of interest to mathematicians and statisticians.

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Information

Publisher
Academic Press
Year
2014
Print ISBN
9780124381803
eBook ISBN
9781483263069
Topic
Mathematics
Subtopic
Applied Mathematics
Index
Mathematics

Table of contents

  1. Front Cover
  2. Modern Data Analysis
  3. Copyright Page
  4. Table of Contents
  5. CONTRIBUTORS
  6. PREFACE
  7. ABSTRACTS
  8. CHAPTER 1. INTRODUCTION TO STYLES OF DATA ANALYSIS TECHNIQUES
  9. CHAPTER 2. SOME MULTIPLE Q-Q PLOTTING PROCEDURE
  10. Chapter 3. A Reader's Guide to Smoothing Scatterplots and Graphical Methods for Regression
  11. CHAPTER 4. SOME COMPARISONS OF BIPLOT DISPLAY1 AND PENCIL-AND-PAPER E.D.A. METHODS
  12. CHAPTER 5. THE USE OF SMELTING IN GUIDING RE-EXPRESSION
  13. CHAPTER 6. GEOMETRIC DATA ANALYSIS: AN INTERACTIVE GRAPHICS PROGRAM FOR SHAPE COMPARISON
  14. CHAPTER 7. PROJECTION PURSUIT METHODS FOR DATA ANALYSIS
  15. CHAPTER 8. INFLUENCE FUNCTIONS AND REGRESSION DIAGNOSTICS
  16. CHAPTER 9. THE USE AND INTERPRETATION OF ROBUST ANALYSIS OF VARIANCE
  17. AUTHOR INDEX
  18. SUBJECT INDEX

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Yes, you can access Modern Data Analysis by Robert L. Launer,Andrew F. Siegel in PDF and/or ePUB format, as well as other popular books in Mathematics & Applied Mathematics. We have over one million books available in our catalogue for you to explore.