Course overview
The aim of the course is to delve deeply into sophisticated statistical concepts and methodologies, empowering students with advanced theoretical knowledge and analytical skills essential for tackling complex statistical problems. Through rigorous exploration of topics such as exponential families and statistical decision theory, the students will develop a nuanced understanding of the theoretical foundations of statistical inference as well as develop a comprehensive understanding of optimal decision-making strategies in uncertain environments. Additionally, students will investigate key theorems and their applications in statistical estimation. Through theoretical exploration, students will gain the expertise needed to navigate and contribute to cutting-edge research in advanced statistical theory and methodology.
- Classical Statistical Theory
- Bayes And Decision Theory
- Advanced Topics
Course learning outcomes
- Propose statistical methodologies appropriate for the problem at hand
- Discern the assumptions which underpin validity of a particular method
- Apply the main theoretical results to a variety of situations
- Apply principles of statistical decision theory to a variety of problems
- Communicate results clearly
Availability
Class details
Adelaide City Campus East
Class number 57724
Section FR01
Size 25
Available 25
Class number 57725
Section WS01
Size 25
Available 25
Fee calculator
To display course fees, please select your status and program below:
We’re updating this Fee Calculator. It currently shows fees for programs only. Please check the relevant program for full fee details.
Study Abroad student tuition fees are available here.
Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.
The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.