Textbook of Parametric and Nonparametric Statistics -

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Résumé :
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

Biographie:
Vimala Veeraraghavan completed her MA in psychology (gold medalist) from University of Delhi and has headed the Department of Psychology in the same university and has headed the psychology department at Amity University, Noida, and at Indira Gandhi National Open University (IGNOU) as emeritus professor. She has also established forensic science and forensic psychology departments at Amity University and has been a regular resource person to Defence Institute of Psychological Research (DIPR) and National Institute of Criminology and Forensic Science (NICFS). She has earlier worked in the Jawaharlal Nehru University as an associate professor and Indian Council of Medical Research as a research officer, and has worked on drug abuse among college students in India.

She has supervised more than 30 doctoral students and several MPhil students and has been a visiting professor at Thammasat University, Bangkok. She has been the recipient of many awards, including Indian Council of Social Science Research (ICSSR) Teacher Fellowship award and Indian Council of Philosophical Research (ICPR) National Fellowship award. She has been honoured for her lifelong contribution to psychology with Asiatic Society award for 2012.

She has undertaken research in several areas sponsored by University Grants Commission (UGC), Bureau of Police Research and Development, Ministry of Home Affairs, ICSSR, Government of India, New Delhi. She has contributed extensively through her articles in scientific journals and chapters in publications on social work, drug abuse, education and psychology. She has authored 17 books, the most recent being A Textbook of Abnormal and Clinical Psychology, published in 2014.

Sommaire:
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