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Textbook of Parametric and Nonparametric Statistics
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Textbook of Parametric and Nonparametric Statistics

First Edition
  • Vimala Veeraraghavan - Indira Gandhi National Open University, New Delhi
  • Suhas Shetgovekar - Associate Professor, Discipline of Psychology, Indira Gandhi National Open University (IGNOU), New Delhi
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June 2016 | 424 pages | SAGE Publications Pvt. Ltd

This unique textbook guides students and researchers of social sciences to successfully apply the knowledge of parametric and nonparametric statistics in the collection and analysis of data.

This book comprehensively covers all the methods of parametric and nonparametric statistics such as correlation and regression, analysis of variance, test construction, one-sample test to k-sample tests, etc. The two methods of statistics are presented simultaneously, with indication of their use in data analysis. Through adequate knowledge of both techniques, readers can select the appropriate method of testing as well as the graphical method for representing the data.

Key Features

• Provides a comparative account of the two statistical methodologies: why, when and how to use either of the two methods

• Enables the readers to consider and identify the nature of data and apply the most suitable test

• Exclusive chapter on SPSS and Excel-based statistical analysis of data

• Special coverage of the use of statistics in psychology and psychological test construction

• Contains worked-out problems to help students and scholars for better understanding of the concepts and further practice

 
Preface
 
Acknowledgement
 
Introduction to Statistics
 
SECTION A: PARAMETRIC STATISTICS
 
Frequency Distribution
 
Measures of Central Tendency
 
Measures Of Variability
 
Correlation, Regression and Prediction
 
Other Methods of Correlation
 
Significance of Difference between Means
 
Analysis of Variance
 
Normal Distribution
 
Psychological Test Construction
 
Reliability, Validity, Standardization and Norms
 
Factor Analysis
 
SECTION B: NON-PARAMETRIC STATISTICS
 
One Sample and Two Related Sample Tests
 
Non-parametric Analysis of Two Independent Samples
 
Non-parametric Tests for K-related Samples
 
Non-parametric Tests for K-independent Samples
 
Measures of Correlation and Associated Tests
 
Computer Application In Statistics: Statistical Package for Social Sciences (SPSS)
 
Exercises
 
Answers To Exercises
 
Appendix: Statistical Value Tables
 
Bibliography
 
Index

Supplements

Finding the right kind of statistics in social science research is a challenging task; this book provides various definitions that present multiple perspectives on statistics, especially in relation to behavioral and psychological sciences… The strength of this book is inclusion of research examples and exercises. Moreover, it provides readers insightful, practical and professional guidelines for improving the quality of their research. 

Dr. Harbans Lal Kaila,
Professor of Psychology (retd.), SNDT Womens’ University, Mumbai

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ISBN: 9789351507345
£25.00