Welcome to qstats, a personal collection of Quarto notebooks and R scripts. This repository documents my journey in learning, practicing, and applying statistical analysis using R and Quarto. It serves as both a study record and a reproducible resource for exploring data-driven ideas.
The repository is organized into two main categories:
Contains assignments for Bayesian Learning Course.
Hw1/
Hw2/
Each folder includes:
- A
.qmdfile — Quarto notebook containing code, output, and explanations - Dataset
Includes example exam problems from Bayesian Learning Course.
ExampleExam1/
ExampleExam2/
ExampleExam3/
Each directory includes:
- Quarto notebooks demonstrating problem-solving and statistical reasoning
- Dataset
You can clone this repository and explore the notebooks locally:
git clone https://github.com/lsdyi/qstats
cd qstatsTo render a whatever Quarto notebook you like:
quarto render Hw1/grpA_3.qmd.qmdAlternatively, open the .qmd files directly in RStudio or VS Code to interact with the code and outputs.
This repository aims to:
- Practice and consolidate knowledge of statistical methods
- Build reproducible data workflows using R + Quarto
- Prepare for exam-style problems and academic research analysis
- Serve as a reference for future statistical projects
Feedback, discussions, and suggestions are welcome!
If you notice something interesting or have ideas for improvement, feel free to open an issue or reach out.
“Statistics is the grammar of science.” — Karl Pearson