Statistical Computing
Welcome!
Syllabus
Prerequisites
How to Download R for Windows
How to Download R for the Mac
How to Download RStudio
All Datasets
1 HOMEWORK 0 [Due 9/3]
2 LECTURE: Introduction and Overview
3 LECTURE Reproducible Research and R Markdown
4 LECTURE: The Data Science Pipeline
5 LECTURE: Literate Statistical Programming
6 LECTURE: Getting and Cleaning Data
7 LECTURE: Managing Data Frames with the Tidyverse
8 LECTURE: Tidy Data and the Tidyverse
9 LECTURE: Joining Data in R: Basics
10 HOMEWORK 1 [DUE 9/18]
11 LECTURE: Working With Dates and Times
12 LECTURE: Regular Expressions
13 LECTURE: Principles of Analytic Graphics
14 LECTURE: Plotting Systems
15 LECTURE: The ggplot2 Plotting System - Part 1
16 LECTURE: The ggplot2 Plotting System - Part 2
17 HOMEWORK 2 [DUE 10/9]
18 LECTURE: R Nuts and Bolts
19 LECTURE: Control Structures
20 LECTURE: Functions
21 LECTURE: Scoping Rules of R
22 LECTURE: Loop Functions
23 LECTURE: Debugging R Code
24 LECTURE: Error Handling and Generation
25 LECTURE: Profiling R Code
26 LECTURE: Plotting and Color in R
27 LECTURE: Building R Packages
28 HOMEWORK 3 [DUE 10/23]
- DUE: 10/23
- Homework Submission
29 LECTURE :Object Oriented Programming
30 LECTURE: Parallel Computation
Published with bookdown

Statistical Computing (Biostatistics 140.776)

How to Download R for the Mac

Goto https://cran.r-project.org and

Click the link to “Download R for (Mac) OS X”.
Click on “R-4.0.2.pkg”

Video Demo for Downloading R for the Mac