ETM2100 Principles of statistical inference
Faculty of Business and Economics
ETM2100 Principles of statistical inference is a level 2, 6-credit-point, undergraduate unit from the Faculty of Business and Economics, offered in 2027 in Semester 1 and Semester 2 at Malaysia. It needs ETW1001 or ETM1030 and unlocks 4 units, leading on to 43 units in all.
- Credit points
- 6
- Offered in 2027
- Semester 1, Semester 2
- Malaysia
- Assessment
- Exam 60%
- and 1 other task
- Workload
- 144 hours
- per semester
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Requisites
Before ETM2100
Prohibitions
You can't enrol if you have passed any of these.
Prerequisites
Pass these before you enrol.
After ETM2100
4 units list ETM2100 as a prerequisite or corequisite.
Enrolment rules
If you are enrolled in course B2052 you must must have completed ETM1030 to undertake this unit.
Overview
Uncertainty is the basic element of statistical science. Various theories and methods (including algorithms) in econometrics, business statistics, and business analytics focused on the understanding of uncertainty and its subsequent use in optimal decision-making. In this unit, you will learn different approaches in the conduct of statistical inference. Specifically, you will be exposed to various paradigms of estimation and hypothesis testing, their utilisation and limitations. Upon unit completion, you will also develop statistical thinking process, an important element that will contextualise your progression in the study of Econometrics and Business Statistics or in Business Analytics.
Offerings in 2027
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Malaysia | On campus |
| Second semester | Malaysia | On campus |
Assessment
- Written40%
- Examination60%
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
recognise uncertainty as basic element in statistical science
- 2
characterise and articulate various paradigms of inference in statistical analysis
- 3
identify strength and limitations of different estimation procedures and approaches in hypothesis testing in statistical analysis
- 4
develop statistical thinking process in the conduct of statistical analysis.
Workload and teaching
- Tutorials24 hours
- Teaching approachActive learning
- Teaching approachProblem-based learning
- Teaching approachResearch activities
- Teaching approachEnquiry-based 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 engages you in actively applying your knowledge, skills and attributes in interactive, collaborative and reflective 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 allows you to develop your research skills by engaging in structured inquiry using a systematic approach and discipline-specific methodologies.
This unit engages you in enquiry-based learning, where you will be encouraged to use your own knowledge to develop and engage in a process of enquiry, study and research to identify areas to be investigated and an approach to doing so.
Where it fits
ETM2100 is part of 4 areas of study in the 2027 handbook.
Contacts
- Chief Examiners
- Professor Erniel Bayhon Barrios
- Shin Zhu Sim
Common questions
What are the prerequisites for ETM2100?
You need ETW1001 or ETM1030 before you enrol. Enrolment rules also apply.
What can I take after ETM2100?
ETM2100 is a prerequisite or corequisite for 4 units, including ETW2440, ETW2510, ETW3483 and ETW3510. Those lead on to 43 units in all.
When is ETM2100 offered?
In 2027, ETM2100 runs in Semester 1 and Semester 2 at Malaysia.
How much work is ETM2100?
The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.
Does ETM2100 have an exam?
Yes. The exam is worth 60% of the final mark, alongside 1 other task.
Which majors and minors include ETM2100?
ETM2100 is part of Business analytics; and Econometrics and business statistics.