Advanced Topics in Regression is an online unit provided by Open Universities Australia and Swinburne University that will develop your statistical analysis skills, and increase your employability in careers that demand strong statistical knowledge.
This unit gives you the opportunity to build on existing skills and knowledge through exploration of a range of regression techniques at a more advanced level. This includes studying nonlinear regression, multinomial and ordinal regression, survival analysis and multi-level regression analysis and logistic regression, while applying such information to identify relationships between data.
You will also learn how to formulate analysis models, reporting on findings, identify appropriate methods of regression analysis and evaluate results.
To be eligible to enrol in this unit, applicants cannot have already studied this unit or an academic equivalent before, and must meet the following criteria:
Be enrolled in the Master of Science (Applied Statistics) course
Have completed the unit, Multivariate Statistics, or have equivalent knowledge
Students will also require access to a recent version of SPSS – Grad Pak to complete this unit.
Areas of study
In this Advanced Topics in Regression unit, the topics you will study include:
Loglinear models for investigating relationships in categorical data
Logistic regression in binary, nominal and ordinal data
Introduction to multi-level modelling
This unit is a core requirement in the following course:
Master of Science (Applied Statistics), Swinburne University
Content may also be relevant to other courses, and could qualify you for Recognition of Prior Learning (RPL) for a course offered by another institution.
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Want more information about this unit? Fill out the enquiry form to the right and a study consultant will contact you with the details you need.
OUA has done away with traditional semesters to give you the flexibility you need. Find out more.
Studying this unit will contribute to the successful completion of the Master of Science (Applied Statistics) qualification and will enable you to learn more advanced statistical skills. This would benefit you if you are looking to progress in a career where statistical analysis is a requirement.
Studying the unit will also provide you with a range of professional and transferable skills, ranging from analysis and evaluation to report writing and appraising. Furthermore, completing online study demonstrates to future employers that you are committed and able to manage your time, and that you are invested in professional development.
How else will I benefit from this unit?
Upon successful completion of this unit you will receive credit for competencies in Advanced Topics in Regression from Swinburne University.
Studying online means you can study where you want, at your own pace.
Gain industry-relevant skills and transferable knowledge.
Government financial support through FEE-HELP may be available.
Studying single units allows you the flexibility to work towards a qualification at your own pace.
Receive Recognition of Prior Learning (RPL) for this unit across a number of OUAs full degree programs.
Get more information
Want more information about the career benefits of this unit? Fill out the enquiry form to the right and a study consultant will contact you with the details you need.
If you are an Australian citizen, you may be eligible to receive a government FEE-HELP loan, meaning you can defer payment of your fees.
Get more information
Want more information about financial and student support? Fill out the enquiry form to the right and a study consultant will contact you with the details you need.
You may be eligible to receive FEE-HELP for this course!
This course can be paid for through the FEE-HELP government loan scheme. If you are an Australian citizen or hold a permanent humanitarian visa, this means you don’t need to pay upfront.
Instead, the Australian government will pay your course fees on your behalf. You’ll begin repaying your loan through the tax system once you start earning more than the minimum threshold of $54,869 (2016-17 income year).
For two decades, Open Universities Australia (OUA) has partnered with leading Australian educators to make tertiary-level courses easier to access for people, no matter their background, their work status or their other life commitments. OUA has built up their reputation by making education more flexible, easier to tailor and available almost entirely online.
OUA's devotion to online education remains to this day, but where they once focused on higher education, today they offer the broadest set of post-secondary education and training programs in Australia.
Open Universities Australia offers a range of administrative and student support options. As a student of OUA you will have access to four hours of free expert tutoring support for each unit undertaken through the tutoring service SMARTHINKING. This on-demand service allows you to get fast, detailed feedback on your assignment drafts and gives you access to your tutor in real time.
The My OUA portal is an online student medium that allows you access to all your course and enrolment information as well as access to student forums and assessment tips.