MonMap
A course mapper by Monash Association of Coding (MAC)
Advanced statistical modelling
ETC3580
Synopsis
This unit introduces extensions of linear regression models for handling a wide variety of data analysis problems. Three extensions will be considered: generalised linear models for handling counts and binary data; mixed-effect models for handling data with a grouped or hierarchical structure; and non-parametric regression for handling non-linear relationships. All computing will be conducted using R.
Sourced from the Monash Handbook 2026.
Quick facts
- Credit points
- 6
- Level
- 3
- Audience
- Undergraduate
- Type
- Coursework
- School
- Faculty of Business and Economics
- Faculty
- Department of Econometrics and Business Statistics
- Handbook year
- 2026
Prerequisites (6)
- Introductory econometricsETC2410
- Statistical thinkingETC2420
- Statistical modelling for actuarial studiesETC2560
- ETC3440ETC3440
- Introductory econometricsETF2100
- Statistical modelling for decision makingETW2510
What it unlocks (2)
Offerings (1)
- First semesterClayton · BLENDED
Listed in 7 areas of study
- Actuarial analyticsCapstone unit
- Business analytics for economicsCore studies
- Business analyticsAdditional business analytics units
- Business analyticsAdditional business analytics units
- EconometricsCore units
- EconometricsAdditional econometrics units
- Mathematical foundations of econometricsElective units