Table of contents
Part I INTRODUCTION TO STATISTICS
CHAPTER 1 Introduction
CHAPTER 2 Research Design
CHAPTER 3 Data (Types and Collection Methods)
CHAPTER 4 How to Run R

Part II MAKING SENSE OF STATISTICS

CHAPTER 5 Descriptive statistics
CHAPTER 6 Bivariate Statistics
CHAPTER 7 Probability Theory
CHAPTER 8 Random Variables and Probability Distributions
CHAPTER 9 Sampling Distributions
CHAPTER 10 Confidence Interval Estimation
CHAPTER 11 Fundamentals of Hypothesis Testing
CHAPTER 12 Correlation and Regression
CHAPTER 13 Analysis of Variances and Chi-square Tests
CHAPTER 14 Time Series and Predictive Analytics


Part III VISUALIZATION IN R

CHAPTER 15 Visualization Display
CHAPTER 16 Advanced Visualization Display
CHAPTER 17 Applying visualization to statistics analysis


APPENDIX A Frequency used formulas used in this book
APPENDIX B Frequency R commands
APPENDIX C References