Contents of R teaching

Sat, Mar 14, 2020

A short course of R Language

Introduction to R

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

Creating dataset

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

R language

• An overview
• R syntax

R objects

• Vectors
• List
• Other objects
• Functions

Preparing data

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

Graphics

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

Advanced graphics

• Lattice
• ggplot2

Statistics

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

Time series analysis

• Autocorrelation functions
• Time series models
• More examples

R packages

• Development through Rstudio project
• Development through package.skeleton

R tutorial

• A tutorial to R

---

Homepage

• go back to
• go back to