Statistics with R

  1. Data Visualization Fundamentals
    1. Principles of Data Visualization
      1. Purpose of Visualization
        1. Choosing Appropriate Charts
          1. Visual Perception
            1. Color Theory
              1. Design Principles
              2. Base R Graphics
                1. plot() Function
                  1. hist() Function
                    1. boxplot() Function
                      1. barplot() Function
                        1. Graphics Parameters
                          1. Multiple Plots
                          2. Introduction to ggplot2
                            1. Grammar of Graphics
                              1. ggplot2 Philosophy
                                1. Layer-based Approach
                                  1. Aesthetic Mappings

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                                8. Descriptive Statistics

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                                10. Advanced Data Visualization with ggplot2