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Table of Contents
Introduction
Research design
Data (types and collection methods)
How to run R
Descriptive statistics
Bivariate statistics
Probability theory
Random variables and probability distributions
Sampling distributions
Confidence interval estimation
Fundamentals of hypothesis testing
Correlation and regression
Analysis of variances and chi-square tests
Time series and predictive analytics
Visualization display
Advanced visualization display
Applying visualization to statistics analysis
Appendix A. Frequency used formulas used in this book
Appendix B. Statistics tables (Z score and critical values for student's T distribution)
Appendix C. Frequency R commands.
Research design
Data (types and collection methods)
How to run R
Descriptive statistics
Bivariate statistics
Probability theory
Random variables and probability distributions
Sampling distributions
Confidence interval estimation
Fundamentals of hypothesis testing
Correlation and regression
Analysis of variances and chi-square tests
Time series and predictive analytics
Visualization display
Advanced visualization display
Applying visualization to statistics analysis
Appendix A. Frequency used formulas used in this book
Appendix B. Statistics tables (Z score and critical values for student's T distribution)
Appendix C. Frequency R commands.