Textbook of parametric and non-parametric statistics
著者
書誌事項
Textbook of parametric and non-parametric statistics
（Sage texts）
Sage, 2016
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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
目次
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
「Nielsen BookData」 より
