Statistics

Statistics is the language of data and a fundamental tool in all fields of science.  A statistician should be knowledgeable across the entire data pipeline, from modelling systems and experimental design through to data collection and analysis and ultimately to communicating important results.   As we move towards an ever increasingly data-driven society, the statistician's repertoire becomes more and more important.

The lecturers encourage you to ask questions and are always happy to help in a non-judgemental way. Statistics is a key component in so many parts of society, particularly in research. It has prepared me well for my Honours research project.

Dominic Waters - Bachelor of Science (Genetics)

Why Study Statistics at UNE?

Whether you're enrolled online or living in the picturesque rural environment of Armidale, if you're interested in the interface of data, science, and computing, the University of New England is a great place to study. The statisticians at UNE love scientific modelling especially applied to biology, chemistry, ecology, and education. We're a small group who care about our students and enjoy interacting with them. Our program best serves students with multidisciplinary interests who don't want to get lost in a crowd.

If you want to pursue a career in statistics or data analysis, the Statistics major in the Bachelor of Science may be for you. In this major students develop a strong core of mathematics, computing and statistics skills, preparing them to solve problems with data in any field. Students can combine their statistics studies with a second major, strengthening their skills in an area of applied science like Genetics, Neuroscience, or Zoology, or further developing their technical skills by choosing a second major in Mathematics or Data Science.

If your primary focus is a different area, you can supplement any Bachelor of Science major with a minor in Statistics, giving you a solid core of applied subjects, and you would also receive substantive statistics training within the Data Science major of the Bachelor of Computer Science, and other courses.

At the postgraduate level, we offer majors in Statistics at the Graduate Certificate, Diploma, and Masters level, as well as strong statistics offerings in a number of other majors such as the Master of Data Science, or postgraduate majors in Quantitative Ecology or Mathematics.

Units

Units offered by the statistics discipline are:

Undergraduate 
STAT100 Introduction to Statistical Modelling 
STAT210 Statistical Modelling and Experimental Design 
STAT320 Advanced Statistical Modelling  
STAT330 Statistical Learning 
STAT370 Frequentist and Bayesian Statistical Interference
MATH260 Probability and Simulation
QMER100 Foundational Quantitative Methods for Environmental and Rural Sciences

Postgraduate
STAT410 Statistical Modelling and Experimental Design 
STAT420 Advanced Statistical Modelling  
STAT430 Statistical Learning 
STAT570 Frequentist and Bayesian Statistical Interference
MATH460 Probability and Simulation
AMTH405 Mathematics for Machine Learning and Artificial Intelligence

Relevant units offered in other disciplines that may be taken by statistics students include:

Undergraduate 
COSC210 Database Management Systems
COSC331 Machine Learning with Big Data
COSC351 Deep Learning 
COSC380 Advanced Computational Science 
SCI395 Science Report 
GENE352 Genomic Analysis and Bioinformatics

Postgraduate
COSC531 Machine Learning with Big Data
COSC551 Deep Learning 
COSC580 Advanced Computational Science 
SCI501 Special Topics in Science I 
MATH503 Advanced Topics in Mathematics

Careers

Statisticians are in great demand. Starting salaries have remained above the median graduate starting salary for at least the last 25 years. Graduates in Statistics from UNE have found employment in a number of areas: CSIRO, Australian Bureau of Statistics and other government departments, NRMA, Universities, Survey Companies (eg Gallup Poll), Banks and Insurance Companies, biotechnology companies, health research units.

Research

Postgraduate research opportunities
Doctor of Philosophy
Master of Science

Prospective research students are encouraged to contact the staff in the Statistics discipline about possible research projects.

Contacts

For information on Statistics at UNE, please contact the Discipline Convenor.