The course studies important extensions of the linear regression model. Topics include: endogeneity, binary dependent variables, time series regressions and panel data estimation. This is a hand-on course with a focus on applications in economics as well as business. A standard statistical software will be used during computer sessions, no special programming skills are required.
Learning Outcomes
Upon successful completion, students will have the knowledge and skills to:
- demonstrate an understanding of the challenges of empirical modelling in economics and business
- demonstrate an understanding of the shortcomings of the standard linear regression model
- apply important extensions to the linear regression model
- express new econometric methods mathematically
- demonstrate clarity of thought regarding the relationship between data, model and estimation in econometrics
- use statistical software to study actual data sets
Indicative Assessment
- Assignments (30) [LO 1,2,3,4,5,6]
- Final examination (70) [LO 1,2,3,4,5,6]
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Workload
Students taking this course are expected to commit at least 10 hours per week consisting of 2 hours of lectures and a 1 hour of computer tutorial as well as 7 hours of private study
Inherent Requirements
Not applicable
Requisite and Incompatibility
Prescribed Texts
see Class Summary and Wattle site.
Fees
Tuition fees are for the academic year indicated at the top of the page.
Commonwealth Support (CSP) Students
If you have been offered a Commonwealth supported place, your fees are set by the Australian Government for each course. At ANU 1 EFTSL is 48 units (normally 8 x 6-unit courses). More information about your student contribution amount for each course at Fees.
- Student Contribution Band:
- 34
- Unit value:
- 6 units
If you are a domestic graduate coursework student with a Domestic Tuition Fee (DTF) place or international student you will be required to pay course tuition fees (see below). Course tuition fees are indexed annually. Further information for domestic and international students about tuition and other fees can be found at Fees.
Where there is a unit range displayed for this course, not all unit options below may be available.
| Units | EFTSL |
|---|---|
| 6.00 | 0.12500 |
Course fees
- Domestic fee paying students
| Year | Fee |
|---|---|
| 2025 | $5280 |
- International fee paying students
| Year | Fee |
|---|---|
| 2025 | $6720 |
Offerings, Dates and Class Summary Links
ANU utilises MyTimetable to enable students to view the timetable for their enrolled courses, browse, then self-allocate to small teaching activities / tutorials so they can better plan their time. Find out more on the Timetable webpage.
Class summaries, if available, can be accessed by clicking on the View link for the relevant class number.
Second Semester
| Class number | Class start date | Last day to enrol | Census date | Class end date | Mode Of Delivery | Class Summary |
|---|---|---|---|---|---|---|
| 8158 | 27 Jul 2026 | 03 Aug 2026 | 31 Aug 2026 | 30 Oct 2026 | In Person | N/A |