The blog posts on this website cover a range of Statistical topics and this page is a repository of supplementary pdf documents for using R for statistical analysis. The supplementary material will take various forms, usually but not exclusively pdf documents, and can be freely used for personal use.
Leaflets
A series of leaflets will be produced to compliment the material that appears in the blog posts and summarises the key points from multiple posts into a handy one-sheet handout.
Data Processing
- A Guide to Data File Import and Export using R. [pdf] [post] [post]
- A Guide to Connecting R to a MySQL Database. [pdf] [post] [post]
Creating Graphs
- A Guide to Creating Bar Charts in R. [pdf] [post]
- A Guide to Creating Dot Plots in R. [pdf] [post]
- A Guide to Creating Histograms in R. [pdf] [post]
- A Guide to Creating Scatter Plots in R. [pdf] [post]
- A Guide to Creating Box and Whisker Plots in R. [pdf] [post]
- A Guide to Creating Level Plots in R. [pdf] [post]
- A Guide to Creating Surface Plots in R. [pdf] [post]
Links to the blog posts associated with each of the leaflets are provided in the list above.
Videos
A series of instructional videos will be produced to compliment the material that appears in the blog posts and leaflets.
Creating Graphs
- Barcharts. [base] [lattice] [ggplot2]
- Dot Plots. [base] [lattice] [ggplot2]
- Histogram. [base] [lattice] [ggplot2]
- Scatter Plots. [base] [lattice] [ggplot2]
- Box and Whisker Plots. [base] [lattice] [ggplot2]
- Surface Plots. [base] [lattice]
- Time Series Plots [ggplot2] [post]
- Trellising [lattice]
Statistical Modelling
- One-way Analysis of Variance. [view] [view] [post] [post]
- Linear Regression. [view] [post]
- Poisson Regression. [view] [post]
- Quantmod Time Series Modelling. [view]
- Classification Trees. [view] [view] [post] [post]
- Linear Discriminant Analysis. [view]
- Robust Statistics. [view]
- Bias Reduced Logistic Regression. [view] [post]
R Programming
- Function Basics. [view] [post]
- Function Argument Checking. [view] [post]
- Function Return List Object. [view] [post]
- Matrix Operations. [view]
R Commander
- Introduction and data import. [view] [post]
- Data manipulation and summaries. [view] [post]
- Hypothesis testing. [view] [post]
- Linear Regression. [view] [post]
- Logistic Regression. [view] [post]
- One-way Analysis of Variance. [view] [post]
- Two-way Analysis of Variance. [view] [post]
LaTeX Typesetting
- The Basics of a LaTeX document. [view] [post]
- Document Structure. [view] [post]
- Tables. [view] [post]
- Mathematics. [view] [post]
LaTeX Beamer
- Introduction and Title Pages. [view] [post]
- Sectioning. [view] [post]
- Table of Contents. [view] [post]
- Basic Frames. [view] [post]
- Bullet Lists – enumerate and itemize. [view] [post]
- Tables of Data. [view] [post]
- Boxes. [view] [post]
- Mathematical Equations. [view] [post]
- Graphics Files. [view] [post]
- Overlays. [view] [post]
- Transitions. [view] [post]
LaTeX tikz/pgf
