6 points, SCA Band 2, 0.125 EFTSL
Postgraduate - Unit
Refer to the specific census and withdrawal dates for the semester(s) in which this unit is offered.
Faculty
Medicine, Nursing and Health Sciences
Organisational Unit
Department of Epidemiology and Preventive Medicine
Chief examiner(s)
Coordinator(s)
Prof Rory Wolf
Dr Jessica Kasza
Unit guides
Prerequisites
Co-requisites
This unit is only available to students enrolled in the Graduate Certificate, Graduate Diploma or Masters of Biostatistics.
Synopsis
This unit involves the study of basic probability and calculus-based methods of underpinning probability distributions and parameter estimation.
Outcomes
Upon successful completion of this unit, students should be able to:
- Demonstrate an understanding of the meaning and laws of probability.
- Recognise common probability distributions and their properties.
- Apply calculus-based tools to derive key features of a probability distribution, such as mean and variance.
- Manipulate multivariate probability distributions to obtain marginal and conditional distributions.
- Obtain mean, variance and the probability distribution of transformations of random variables.
- Understand properties of parameter estimators and the usefulness of large sample approximations in statistics.
- Appreciate the role of simulation in demonstrating and explaining statistical concepts.
Assessment
Written assignments (100%)