Explainers
Detailed walkthroughs of statistical models and methods, primarily written for students doing their honours projects, but available to anyone who wants them.
Models & Concepts
Course materials covering the theory and application of Generalised Linear Models, from model structure through to interpretation. Part of the PGR course series.
A walkthrough of occupancy modelling for ecologists working with presence/absence data where detection is imperfect. Covers the theory and implementation in R.
A detailed explainer covering the theory and R implementation of Structural Topic Models for text analysis. Written to be accessible to researchers without a machine learning background.
An introduction to robust design mark-recapture for estimating population size and demographic parameters from capture history data.
Applied Data Products
Research Protocols
Teaching Aids
An interactive explorer for common statistical distributions with adjustable parameters, built to help students build intuition for how distributions behave.
A companion app to BI3010 for exploring rent price prediction, giving students a second worked example to consolidate their understanding of regression.