6 points, SCA Band 2, 0.125 EFTSL
Undergraduate - Unit
Refer to the specific census and withdrawal dates for the semester(s) in which this unit is offered.
Faculty
Organisational Unit
School of Mathematical Sciences
Chief examiner(s)
Coordinator(s)
Unit guides
Synopsis
This unit is a rigorous introduction to the theory of mathematical statistics and more specifically of statistical inference. It provides the mathematical theory underlying the methods and concepts used in statistics, such as estimation and hypothesis testing. This unit will cover a variety topics including: properties of a random sample, principles of data reduction, point estimation (including maximum likelihood estimation), hypothesis testing, interval estimation, the analysis of variance and linear regression.
Outcomes
On completion of this unit students will be able to:
- Demonstrate understanding of basic concepts in statistical inference, and in particular point and confidence estimation and hypothesis testing;
- Use point and confidence estimation and hypothesis testing in a variety of contexts including analysis of variance and linear regression;
- Demonstrate advanced skills in the effective use of statistical software;
- Demonstrate advanced skills in the written and oral presentation of mathematical and statistical arguments.
Assessment
Examination (3 hours): 60% (Hurdle)
Continuous assessments: 40%
Hurdle requirement: To pass this unit a student must achieve at least 50% overall and at least 40% for the end-of-semester exam.
Workload requirements
Three 1-hour lectures plus one 2-hour support class per week
See also Unit timetable information