Advanced Statistical Modelling & Analysis (STAT2904)
Information valid for Semester 2, 2025
Course level
Undergraduate
Faculty
School
Mathematics & Physics School
Units
2
Duration
One Semester
Attendance mode
In Person
Class hours
Lecture 3 Hours/ Week
Tutorial 1 Hour/ Week
Workshop 1 Hour/ Week
Incompatible
STAT2202, STAT2004, STAT7004
Prerequisite
(MATH1051 or MATH1071) + (STAT1201, STAT1301 or STAT2201) + (STAT2003 or STAT2203)
Assessment methods
Examination 60%
Assignments 40%
Course enquiries
Doctor Alan Huang ()
Dr Alan Huang
Current course offerings
| Course offerings | Location | Mode | Course Profile |
| Semester 2, 2025 (28/07/2025 - 22/11/2025) | St Lucia | In Person | Profile unavailable |
Please Note: Course profiles marked as not available may still be in development.
Course description
Statistical inference; parametric models; point estimation; properties of estimators; maximum likelihood (ML) and properties of ML estimators; confidence intervals; hypothesis testing; goodness-of-fit tests; Bayesian inference; ANOVA; linear and logistic regression. The is the Advanced Science version of STAT2004.
Archived offerings
| Course offerings | Location | Mode | Course Profile |
| Semester 2, 2024 (22/07/2024 - 18/11/2024) | St Lucia | In Person | Course Profile |
| Semester 2, 2023 (24/07/2023 - 18/11/2023) | St Lucia | In Person | Course Profile |
| Semester 2, 2022 (25/07/2022 - 19/11/2022) | St Lucia | External | Course Profile |
| Semester 2, 2022 (25/07/2022 - 19/11/2022) | St Lucia | Internal | Course Profile |
