1 Chapter 1 Introduction to R

  • What is R
  • How to start
  • Getting help
  • Workspace
  • Input and output
  • Packages
  • A short tutorial

2 Chapter 2 Creating dataset

  • Data structures
  • Data input
  • Annotating Datasets
  • Useful functions

3 Chapter 3 R language

  • An overview
  • R syntax

4 Chapter 4 R objects

  • Vectors
  • List
  • Other objects
  • Functions

5 Chapter 5 Preparing data

  • Combing datasets
  • Transformations
  • Binning data
  • Summarizing functions
  • Data cleaning

6 Chapter 6 Graphics

  • An overview of R graphics
  • Scatter Plots
  • Plotting time series
  • Bar charts
  • Other Plots

7 Chapter 7 Advanced graphics

  • Lattice
  • ggplot2

8 Chapter 8 Statistics

  • Analyzing data
  • Probability distributions
  • Statistical tests
  • Power tests
  • Regression models
  • Logistic regression

9 Chapter 9 Time series analysis

  • Autocorrelation functions
  • Time series models
  • More examples

10 R packages

  • Development through Rstudio project
  • Development through package.skeleton