Book description
"...a very useful resource for courses in nonparametric statistics in which the emphasis is on applications rather than on theory. It also deserves a place in libraries of all institutions where introductory statistics courses are taught." CHOICE
This Second Edition presents a practical and understandable approach that enhances and expands the statistical toolset for readers. This book includes:
New coverage of the sign test and the KolmogorovSmirnov twosample test in an effort to offer a logical and natural progression to statistical power
SPSS (Version 21) software and updated screen captures to demonstrate how to perform and recognize the steps in the various procedures
Data sets and oddnumbered solutions provided in an appendix, and tables of critical values
Supplementary material to aid in reader comprehension, which includes: narrated videos and screen animations with stepbystep instructions on how to follow the tests using SPSS; online decision trees to help users determine the needed type of statistical test; and additional solutions not found within the book.
Table of contents
 Title page
 Copyright page
 Preface
 List of Variables
 CHAPTER 1: Nonparametric Statistics: An Introduction
 CHAPTER 2: Testing Data for Normality

CHAPTER 3: Comparing Two Related Samples: The Wilcoxon Signed Rank and the Sign Test
 3.1 Objectives
 3.2 Introduction
 3.3 Computing the Wilcoxon Signed Rank Test Statistic
 3.4 Computing the Sign Test
 3.5 Performing the Wilcoxon Signed Rank Test and the Sign Test Using SPSS
 3.6 Statistical Power
 3.7 Examples from the Literature
 3.8 Summary
 3.9 Practice Questions
 3.10 Solutions to Practice Questions

CHAPTER 4: Comparing Two Unrelated Samples: The Mann−Whitney UTest and the Kolmogorov−Smirnov TwoSample Test
 4.1 Objectives
 4.2 Introduction
 4.3 Computing the Mann−Whitney UTest Statistic
 4.4 Computing the Kolmogorov–Smirnov TwoSample Test Statistic
 4.5 Performing the Mann–Whitney UTest and the Kolmogorov–Smirnov TwoSample Test Using SPSS
 4.6 Examples from the Literature
 4.7 Summary
 4.8 Practice Questions
 4.9 Solutions to Practice Questions
 CHAPTER 5: Comparing More Than Two Related Samples: The Friedman Test
 CHAPTER 6: Comparing More Than Two Unrelated Samples: The Kruskal–Wallis HTest

CHAPTER 7: Comparing Variables of Ordinal or Dichotomous Scales: Spearman RankOrder, PointBiserial, and Biserial Correlations
 7.1 Objectives
 7.2 Introduction
 7.3 The Correlation Coefficient
 7.4 Computing the Spearman RankOrder Correlation Coefficient
 7.5 Computing the PointBiserial and Biserial Correlation Coefficients
 7.6 Examples from the Literature
 7.7 Summary
 7.8 Practice Questions
 7.9 Solutions to Practice Questions
 CHAPTER 8: Tests for Nominal Scale Data: ChiSquare and Fisher Exact Tests
 CHAPTER 9: Test for Randomness: The Runs Test
 APPENDIX A: SPSS at a Glance
 APPENDIX B: Critical Value Tables
 References
 Index
 End User License Agreement
Product information
 Title: Nonparametric Statistics: A StepbyStep Approach, 2nd Edition
 Author(s):
 Release date: May 2014
 Publisher(s): Wiley
 ISBN: 9781118840313
You might also like
book
A Career in Statistics: Beyond the Numbers
A valuable guide to a successful career as a statistician A Career in Statistics: Beyond the …
book
Workshop Statistics: Discovery with Data, Fourth Edition
Allan Rossman's 4 th Edition of Workshop Statistics: Discovery with Data, is enhanced from previous issues …
book
Introduction to Statistical Process Control
A major tool for quality control and management, statistical process control (SPC) monitors sequential processes, such …
book
A Course on Statistics for Finance
Taking a datadriven approach, A Course on Statistics for Finance presents statistical methods for financial investment …