default.qmd

---
title: "MAST90084 Statistical Modelling"
subtitle: "Interactive Quarto Guides"
---

## Welcome

This site supports the University of Melbourne subject [Statistical Modelling (MAST90084)](https://handbook.unimelb.edu.au/subjects/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](quarto_scripts/01-ANODEV.qmd)
-   [Quasi-Poisson GLM: Cell Differentiation](quarto_scripts/02-CellDiff.qmd)
-   [Multinomial Logistic Regression: Caesarian Birth](quarto_scripts/03-Example3-1and3-11Caes.qmd)
-   [Ordinal Regression: Breathing Test Results](quarto_scripts/04-Example3-2BTR.qmd)
-   [Sequential Regression: Tonsil Size](quarto_scripts/05-tonsil.qmd)
-   [Conditional Models: Happiness Data](quarto_scripts/06-Happiness.qmd)
-   [Marginal Models: Ohio Data](quarto_scripts/07-ohio.qmd)
-   [Generalized Estimating Equations: CTSIB Balance Test Data](quarto_scripts/08-gee_ctsib.qmd)
-   [Linear Mixed Models: Pulp Brightness and PSID Longitudinal Data](quarto_scripts/09-LM_mixed_effect.qmd)
-   [Generalised Linear Mixed Models: Ohio Respiratory Data and Wine Bitterness](quarto_scripts/10-GLM_mixed_Effect.qmd)
-   [Survival Analysis: Breast Cancer](quarto_scripts/11-survival.qmd)

### Appendices

-   [Appendix 1: Dispersion with Working Residuals](quarto_scripts/A1-dispersion-working-residuals.qmd)
-   [Appendix 2: Likelihood for Grouped and Ungrouped Multinomial Data](quarto_scripts/A2-likelihood-multinomial.qmd)

## Acknowledgements

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