本课程获评中央财经大学精品实验课程 (结项优秀)

*We learn statistical computing from scratch with R/Python.*

Table of Contents

## Time and Venue

**Every Tuesday 8:00 — 10:45** from Feb 23 to June 08, 2021 at **Room 218**, Shahe Main Building

## Literature

- 康雁飞，李丰【著】（2020）统计计算，在线版本
- An Introduction to R
- R Style Guide
- Jones, Owen, Robert Maillardet, and Andrew Robinson.
*Introduction to scientific programming and simulation using R*. CRC Press, 2014. - Roger D. Peng, Exploratory Data Analysis with R, 2016.

## Teaching Videos

Pre-recored teaching videos (*in Chinese*) are available at **哔哩哔哩(bilibili.com)**

## Lecture Notes

**Part I: Introduction to R**

- Introduction
- Data manipulation | Data Frames with “dplyr”
- Using Packages and Coding Style in R
- Loops and Functions | R Code
- Vectorization and List Arithmetics
- Distributions and Random Numbers | R Code
- Basic R Graphics | Advanced R Graphics| R Code
- Data Import and Export | R Code
- Debugging Profiling and Packaging | R Code

Nice article.

Nice content.