MAST90084 Statistical Modelling

Interactive Quarto Guides

Welcome

This site supports the University of Melbourne subject Statistical Modelling (MAST90084). It brings together material from the subject in a more readable format by converting what were previously standalone R scripts into Quarto documents with narrative explanations, code walkthroughs, and reproducible outputs for student use.

Browse the Analyses

Use the Scripts menu above, or jump directly to one of the guides below.

• Binomial GLMs: Caesarian Birth
• Quasi-Poisson GLM: Cell Differentiation
• Multinomial Logistic Regression: Caesarian Birth
• Ordinal Regression: Breathing Test Results
• Sequential Regression: Tonsil Size
• Appendix 1: Dispersion with Working Residuals
• Appendix 2: Likelihood for Grouped and Ungrouped Multinomial Data

Acknowledgements

Original scripts and materials were written by Dennis Leung, and adapted from the original course materials by Jacob Cumming.