Statistical Analysis and Data Display - Richard M. Heiberger, Burt Holland

Statistical Analysis and Data Display

An Intermediate Course with Examples in R
Buch | Hardcover
898 Seiten
2015 | 2nd ed. 2015
Springer-Verlag New York Inc.
978-1-4939-2121-8 (ISBN)
171,19 inkl. MwSt
This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data—showing code, graphics, and accompanying tabular listings—for all the methods they cover. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses.

This book can serve as a standalone text for statistics majors at the master’s level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. Classical concepts and techniques are illustrated with a variety of case studies using both newer graphical tools and traditional tabular displays.

New graphical material includes:






an expanded chapter on graphics

a section on graphing Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics

a discussion on design of graphics that will work for readers with color-deficient vision

an expanded discussion on the design of multi-panel graphics

expanded and new sections in the discrete bivariate statistics capter on the use of mosaic plots for contingency tables including the n×2×2 tables for which the Mantel–Haenszel–Cochran test is appropriate

an interactive (using the shiny package) presentation of the graphics for the normal and t-tables that is introduced early and used in many chapters

Richard M. Heiberger is Professor Emeritus in the Department of Statistics of Temple University, an elected Fellow of the American Statistical Association, and a former Chair of the Section on Statistical Computing of the American Statistical Association.  He was Graduate Chair for the Department of Statistics and Acting Associate Vice Provost for the University.  He participated in the design of the linear model and analysis of variance functions while on research leave at Bell Labs.  He has taught short courses at the Joint Statistics Meetings, the American Statistical Association Conference on Statistical Practice, the R Users Conference, and the Deming Conference on Applied Statistics.  He has consulted with several pharmaceutical companies. Burt Holland was Professor in the Department of Statistics of Temple University, an elected Fellow of the American Statistical Association, Chair of the Department of Statistics of Temple University, and Chair of Collegial Assembly of the Fox School.  He has taught short courses at the Joint Statistics Meetings and the Deming Conference on Applied Statistics.  He has made many contributions to linear modeling and simultaneous statistical inference.  He frequently served as consultant to medical investigators.  He developed a very popular General Education course on Statistics and the News.

Erscheint lt. Verlag 24.12.2015
Reihe/Serie Springer Texts in Statistics
Zusatzinfo 326 Illustrations, color; 15 Illustrations, black and white; XXXI, 898 p. 341 illus., 326 illus. in color.
Verlagsort New York
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Design of Experiments • graphical design • Graphical Display Textbook • Introduction to probability and inference • Lickert Scale Data • Nonparametric Statistics • Rating Scales • R Commander • R Statistics Textbook • Shiny
ISBN-10 1-4939-2121-5 / 1493921215
ISBN-13 978-1-4939-2121-8 / 9781493921218
Zustand Neuware
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