STAT3062 Statistical Science
- 6 points
If this unit does not have an online alternative, then students who are presently unable to enter Western Australia and whose studies would be delayed by an inability to complete this unit, should contact the unit coordinator (details given on this page) to ascertain, on an individual case-by-case basis, if alternate arrangements can be made to support their study in this unit.
Availability Location Mode Semester 1 UWA (Perth) Online timetabled 100% Online Unit. NO campus face-to-face attendance is required to complete this unit. All study requirements are online only. Unit includes some synchronous components, with a requirement for students to participate online at specific times.
- Details for undergraduate courses
- Level 3 option in the Mathematics and Statistics major sequence
- Level 3 elective
- This unit presents the foundations of the modern science of statistics. It gives in-depth coverage of key statistical concepts (models, estimation, likelihood, inference), mathematical tools (distributions, transforms, asymptotics, expansions) and statistical methodology (estimators, regression, linear models, analysis of variance). It deals with techniques of probability modelling and statistical inference based on the use of likelihood theory for estimation and hypothesis testing.
- Students are able to (1) demonstrate knowledge of fundamental concepts in probability and statistical inference; (2) apply probability and statistical models to real-world problems; (3) recognise the appropriate statistical techniques for use in particular real-world settings and correctly apply these techniques for data analysis; and (4) present relevant mathematical results in a logical and coherent manner.
- Indicative assessments in this unit are as follows: (1) tests; (2) written assessments; and (3) a final examination. Further information is available in the unit outline.
Supplementary assessment is not available in this unit except in the case of a bachelor's pass degree student who has obtained a mark of 45 to 49 overall and is currently enrolled in this unit, and it is the only remaining unit that the student must pass in order to complete their course.
- Unit Coordinator(s)
- Associate Professor John Lau
- Unit rules
- STAT2062 Fundamentals of Probability with Applications
- Contact hours
- lectures: 5 hours per fortnight; labs: 2 hours per fortnight
- The availability of units in Semester 1, 2, etc. was correct at the time of publication but may be subject to change.
- All students are responsible for identifying when they need assistance to improve their academic learning, research, English language and numeracy skills; seeking out the services and resources available to help them; and applying what they learn. Students are encouraged to register for free online support through GETSmart; to help themselves to the extensive range of resources on UWA's STUDYSmarter website; and to participate in WRITESmart and (ma+hs)Smart drop-ins and workshops.
- Unit readings, including any essential textbooks, are listed in the unit outline for each unit, one week prior the commencement of study. The unit outline will be available via the LMS and the UWA Handbook one week prior the commencement of study. Reading lists and essential textbooks are subject to change each semester. Information on essential textbooks will also be made available on the Essential Textbooks. This website is updated regularly in the lead up to semester so content may change. It is recommended that students purchase essential textbooks for convenience due to the frequency with which they will be required during the unit. A limited number of textbooks will be made available from the Library in print and will also be made available online wherever possible. Essential textbooks can be purchased from the commercial vendors to secure the best deal. The Student Guild can provide assistance on where to purchase books if required. Books can be purchased second hand at the Guild Secondhand bookshop (second floor, Guild Village), which is located on campus.