# STATS 506, Fall 2024

Computational Methods and Tools in Statistics

## Course Material

### Syllabus

### Assignments

Preliminary Assignment - Git/Github

Problem Set 1 due Sep 12

Problem Set 1 Solutions

Problem Set 2 due Sep 26

Problem Set 2 Solutions

Problem Set 3 due Oct 10

Problem Set 4 due Oct 31

### Midterm

### Lecture Notes

01 - Introduction to R

02 - Quarto and RMarkdown

03 - Version Control and Git

04 - Vectorization and Monte Carlo

05 - Debugging Function in R

06 - Fitting Models in R

07 - SQL

08 - Regular Expressions

09 - The Tidyverse

10 - R Visualization - Base R and **ggplot2**

### Scripts from Lecture

These are the scripts I work on during class. I make no promises that these are complete or useful.

### Miscellanous

Using LLMs

Developing a Consistent R Style

Blank SQL joins worksheet

Completed SQL joins worksheet