Elementary Statistical Methods

Description

1 Preface Acknowledgements Contents About the Author List of Figures List of Tables 978-981-19-0596-4_1 1 Basic Concepts in Research and Data Analysis 1.1 Introduction: Understanding Data and a Few Terminologies 1.2 Scales of Measurement 1.3 Representing Data—Graphs and Charts 1.4 Box Plot, Stem and Leaf Diagrams References and Research Articles 978-981-19-0596-4_2 2 Measures of Central Tendencies 2.1 A Note on Summation 2.2 Partition Values 2.3 Measures of Dispersion 2.4 Understanding Standard Deviation and Variance 2.5 Coefficient of Variation CV 2.6 Lorenz Curve and Gini Coefficient [11] References and Research Articles 978-981-19-0596-4_3 3 Probability and Distributions 3.1 Introduction: Probability and Uncertainty 3.2 Some Basic Terminologies 3.3 Probability Definitions 3.4 Summary of Basic Probability Rules 3.5 Bayesian Basics References and Research Articles 978-981-19-0596-4_4 4 Hypothesis Testing 4.1 Introduction: Hypothesis 4.2 Parametric and Non-parametric Tests 4.3 ANOVA 4.4 Post Hoc Tests 4.5 Non-parametric Tests Other References 978-981-19-0596-4_5 5 Correlation and Regression 5.1 Introduction: Correlation 5.2 Regression References and Research Articles 1 (1) Statistical Tables