Getting Started with R and Statistics

In this chapter, we will cover the following recipes:

  • Maximum likelihood estimation
  • Calculation densities, quantiles, and CDFs
  • Creating barplots using ggplot
  • Generating random numbers from multiple distributions
  • Complex data processing with dplyr
  • 3D visualization with the plot3d package
  • Formatting tabular data with the formattable package
  • Simple random sampling
  • Creating plots via the DiagrammeR package
  • C++ in R via the Rcpp package
  • Interactive plots with the ggplot GUI package
  • Animations with the gganimate package
  • Using R6 classes
  • Modelling sequences with the TraMineR package
  • Clustering sequences with the TraMineR package
  • Displaying geographical data with the leaflet package

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