Key facts
UNE unit code: STAT370
*You are viewing the 2027 version of this unit which may be subject to change in future.
- Trimester 2 - On Campus
- Trimester 2 - Online
- Armidale Campus
- Yes
- No
- Yes
- 6
Unit information
In many scientific settings, our understanding of complex observations or experimental results is shaped by applying methods of statistical inference. Inference can be used to help us make conclusions about an underlying population based on a sample data.
Adding to your statistical skill set, this unit will help you to develop an in-depth understanding of the fundamental strategies and underlying theoretical concepts that are critical for statistical inference. You will explore various methods of estimation and properties of the estimators, hypothesis testing, analysis of variance, linear regression and an introduction to Bayesian inference.
With a focus on integrating your critical thinking and analytical skills with theoretical statistics knowledge, you will be equipped for flexible, creative statistical thinking that will allow you to find solutions to diverse problems in practice.
Offerings
For further information about UNE's teaching periods, please go to Principal Dates.
| Teaching period | Mode/location |
|---|---|
| Trimester 2 | On Campus, Armidale Campus |
| Trimester 2 | Online |
*Offering is subject to availability
Intensive schools
There are no intensive schools required for this unit.
Enrolment rules
Notes
Two lectures and a two-hour tutorial/workshop per week for on-campus students; online students must have access to the statistical package R
Please refer to the student handbook for current details on this unit.
Unit coordinator(s)
Learning outcomes
Upon completion of this unit, students will be able to:
- use a broad theoretical knowledge of probability and statistics to appreciate the different types of statistical inference (i) frequentist (ii) Bayesian and (iii) non-parametric;
- with cognitive skills and theoretical knowledge, analyse data using (i),(ii) and (iii), using statistical computing;
- interpret solutions to problems in a logical and coherent fashion; and
- apply knowledge and skills to demonstrate autonomy and judgement in applying statistical methodology to open-ended problems, and to report these results of these analyses to others.
Assessment information
Assessments are subject to change up to 8 weeks prior to the start of the teaching period in which you are undertaking the unit.
| Title | Must Complete | Weight | Offerings | Assessment Notes |
|---|---|---|---|---|
| Assessment 1 | Yes | 10% | All offerings | Problem solving. Students must obtain at least 40% for the overall assignments. |
| Assessment 2 | Yes | 15% | All offerings | Problem solving. Students must obtain at least 40% for the overall assignments. |
| Assessment 3 | Yes | 15% | All offerings | Problem solving / Data Analysis assignment. Students must obtain at least 40% for the overall assignments. |
| Mid-Trimester Examination - Assurance Task | Yes | 30% | All offerings | Mid-Trimester exam via ProctorU. To pass, students must obtain: - at least 50% on the combined Mid-Trimester and oral examinations - at least 40% overall for assessment 1 to 3 - an overall pass grade |
| Oral Examination - Assurance Task | Yes | 30% | All offerings | To pass, students must obtain: - at least 50% on the combined Mid-Trimester and oral examinations - at least 40% overall for assessment 1 to 3 - an overall pass grade |
Learning resources
Textbooks are subject to change up to 8 weeks prior to the start of the teaching period in which you are undertaking the unit.
Note: Recommended material may be held in the University Library — purchase is optional.
Mathematical Statistics with Applications
ISBN: 9780495110811
Wackerly, D., Mendenhall, W. and Scheaffer, R.L., Duxbury 7th ed. 2007
Text refers to: All offerings
Excellence in experience, equity and employability
Five Stars,
20 Years in a Row
UNE is the only public uni in Australia awarded 20 straight years of five stars for Overall Experience.
Good Universities Guide 2007-2026
Five Stars for
Social Equity
UNE rates among the top 20% of universities nationally and is #1 in NSW for Social Equity.
Good Universities Guide 2026
Five Stars for
Graduate Employment
UNE rates among the top 20% of universities for Graduate Full-Time Employment and Starting Salary.
Good Universities Guide 2026 (Undergraduate)
Diamond-Rated Digital Learning
UNE’s leadership in digital learning earned the highest ‘Diamond’ rating in a peer review.
ASCILITE TELAS 2025
Studying online
At UNE we know it takes more than just being online to be a great online university. It takes time and experience. We pioneered distance education for working adults back in the 1950s, so we’ve been doing this longer than any other Australian university.
We understand the challenges faced by busy adults studying at home. We know that a vital part of online study is your engagement with the learning community. Communication with your classmates, teaching staff and university support staff will enhance your study experience and ensure that your skills extend beyond the subject matter. UNE’s teaching staff are experts in their field which is why UNE consistently receives five stars from students for teaching quality, support and overall experience.*
*The Good Universities Guide
Stay connected
Join our mailing list for updates and helpful tips to support your study plans. You can unsubscribe at any time.
- •Course updates and important changes as they happen
- •Key dates for intakes, deadlines, and enrolment steps
- •Application guidance, including supporting documentation requirements
- •Next steps and what to expect after you apply or enquire
Ready to stay in the loop?
GET IN TOUCH
Why study with us?
UNE’s flexibility and support made the transition smooth and helped me find a great balance between academic responsibilities and personal growth. It was the perfect place to study education while staying true to my rural roots.
What happens next?
Got a question about a course you'd like to study? Contact our Future Student Team for help.
2027 applications are now open. The application process only takes 20 minutes to complete. Don’t delay, apply now!
Your start date is based on the study period you choose to apply for.
