ETX6500 Statistical inference
Faculty of Business and Economics
ETX6500 Statistical inference is a level 6, 6-credit-point, postgraduate unit from the Faculty of Business and Economics, offered in 2020 in Semester 1 at Caulfield. It has no prerequisites and unlocks 2 units.
- Credit points
- 6
- Offered in 2020
- Semester 1
- Caulfield
- Workload
- 144 hours
- per semester
This is the 2020 handbook entry. See the 2027 entry.
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Requisites
Before ETX6500
No prerequisites or corequisites besides the enrolment rules below.
After ETX6500
2 units list ETX6500 as a prerequisite or corequisite.
Enrolment rules
Overview
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare research students for a range of other units in econometrics and business statistics. The first part will cover basic probability theory and the second half will be concerned with aspects of statistical inference. Some prior exposure to the topics to at least the advanced undergraduate level will be assumed. This unit is designed for PhD students who intend to write a thesis in econometrics or business statistics. It is not intended for PhD students in other disciplines who need to learn some basic quantitative techniques for the empirical section of their dissertations, although students from other departments who are interested in more advanced methods may wish to take this unit.
Offerings in 2020
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Caulfield | On campus |
Learning outcomes
When you finish this unit, you should be able to:
- 1
Ensure that students have the necessary familiarity with the essentials of probability theory and statistical inference to be able to read graduate level books and journal articles in econometrics and business statistics
- 2
Minimise rote learning and to encourage students to provide justification to econometric and statistical ideas and to derive results from first principals. To this end, students need to know the basic definitions, concepts and the chain of arguments on which the econometric and statistical theory is built.
Workload and teaching
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. The unit requires on average three/four hours of scheduled activities per week. Scheduled activities may include a combination of teacher directed learning, peer directed learning and online engagement.
Contacts
- Unit Coordinators
- Professor Mervyn Silvapulle
- Chief Examiners
- Professor Mervyn Silvapulle
Common questions
What are the prerequisites for ETX6500?
ETX6500 has no prerequisites, but enrolment rules apply.
What can I take after ETX6500?
ETX6500 is a prerequisite or corequisite for 2 units, including BEX6510 and ETX6510.
When is ETX6500 offered?
In 2020, ETX6500 runs in Semester 1 at Caulfield.
How much work is ETX6500?
The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.