UnitLevel 5Postgraduate

ETC5241 Introductory econometrics

Faculty of Business and Economics

ETC5241 Introductory econometrics is a level 5, 6-credit-point, postgraduate unit from the Faculty of Business and Economics, offered in 2026 in Semester 1 and Semester 2 at Clayton. It needs ETX5900 and unlocks 9 units, leading on to 14 units in all.

Credit points
6
Offered in 2026
Semester 1, Semester 2
Clayton
Assessment
Exam 60%
and 2 other tasks
Workload
144 hours
per semester

This is the 2026 handbook entry. See the 2027 entry.

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Requisites

Overview

This unit introduces you to the empirical analysis of relationships between economic variables. The approach is based on linear regression theory, and emphasises 'hands on' data analysis. Topics studied will include properties of least squares estimators, hypothesis testing, the choice of appropriate functional form, the use of dummy variables, issues around modelling survey data and the problems of serial correlation, heteroscedasticity and multicollinearity.

Offerings in 2026

Teaching periodCampusMode
First semesterClaytonBlended
Second semesterClaytonBlended

Assessment

  • Quiz / Test
    10%
  • Written
    30%
  • Examination
    60%

Assessment details may change. Please refer to the assessment information in Moodle closer to the start of the teaching period.

Learning outcomes

When you finish this unit, you should be able to:

  1. 1

    understand and derive the properties of ordinary least squares in summation and matrix notation

  2. 2

    interpret, evaluate and apply inferential methods to multiple linear regression

  3. 3

    understand the use and implications of data scaling, functional form and dummy variables in regression modelling

  4. 4

    identify the presence of heteroscedasticity, adjust OLS standard errors and perform feasible GLS in regression models

  5. 5

    understand issues related to modelling with time-series data.

Workload and teaching

  • Workshops12 hours
  • Seminars24 hours
  • Tutorials12 hours
  • Teaching approachProblem-based learning
  • Teaching approachActive learning

Minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of scheduled learning activities and independent study. Independent study may include associated readings, assessment and preparation for scheduled activities. You are expected to complete all pre-class activities prior to your scheduled class, and post-class activities should be completed after your scheduled class. Learning activities may include a combination of teacher directed, peer directed and online engagement activities.

This unit includes problem-based learning approaches, where you engage in research, integrate theory and practice and apply knowledge and skills to develop viable solutions in response to a problem or set of problems.

This unit engages you in actively applying your knowledge, skills and attributes in interactive, collaborative and reflective activities.

Learning resources

Technology resources

There may be an additional cost associated with purchasing a physical and/or virtual calculator. Specific details will be provided in the Learning Management System by commencement of Orientation week.

Contacts

Chief Examiners
Associate Professor Didier Nibbering
Dr Akanksha Negi

Common questions

What are the prerequisites for ETC5241?

You need ETX5900 before you enrol. Enrolment rules also apply.

What can I take after ETC5241?

ETC5241 is a prerequisite or corequisite for 9 units, including ECX5479, ETC5341, ETC5346, ETF5231, ETF5320 and ETF5330. Those lead on to 14 units in all.

When is ETC5241 offered?

In 2026, ETC5241 runs in Semester 1 and Semester 2 at Clayton.

How much work is ETC5241?

The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.

Does ETC5241 have an exam?

Yes. The exam is worth 60% of the final mark, alongside 2 other tasks.

More details

Credit points
6
Level
5
Study level
Postgraduate
Faculty
Faculty of Business and Economics
Organisational unit
Department of Econometrics and Business Statistics
Type
Coursework
EFTSL
0.125
Student contribution
SCA Band 4
Study abroad
Not available
Handbook years
2024202520262027