Nathan’s Stats Stuff
My writing relating to Statistics
Welcome
This website brings together my work exploring statistical concepts through interactive demonstrations and data analysis. Whether you’re learning statistics or interested in critical analysis of research papers, you’ll find hands-on examples with R code that you can run, modify, and learn from.
Teaching Statistics
Learn fundamental statistical concepts through interactive demonstrations with live R code examples.
Featured Content: - Core Statistical Concepts - Interactive tutorials covering essential topics like: - Central Limit Theorem - Understanding how sampling distributions approach normality - Degrees of Freedom - Exploring this fundamental statistical concept
Blog & Analysis
Critical analysis and discussion of statistical papers and research.
Paper Reviews - In-depth analysis of research papers, exploring: - Study design and methodology - Statistical analysis approaches - Interpretation of results - Personal commentary and insights
About This Project
This site is built with Quarto and uses R for all statistical demonstrations. All code is reproducible and available for you to experiment with. The goal is to make statistical concepts more accessible through hands-on learning.
All of the source code for this project can be found on GitHub: https://github.com/NathOrmond/statistics-notes.git
Getting Started
- Explore the Teaching Statistics section to learn core concepts
- Check out Paper Reviews for critical analysis
- Run and modify the R code examples to experiment with the concepts
Technical Requirements: R (version 4.0+) and a modern web browser. Required R packages will be automatically installed when you run the code blocks.