Studying online

There are now 2 possible online modes for units:

Units with modes Online timetabled and Online flexible are available for any student to self-enrol and study online.

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Unit Overview

Description

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.

Credit
6 points
Offering
(see Timetable)
AvailabilityLocationMode
Semester 1UWA (Perth)Face to face
Details for undergraduate courses
  • Level 3 core unit in the Statistics major sequence
  • Level 3 option in the Mathematics; Mathematics major sequences
  • Level 3 elective
Outcomes

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.

Assessment

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.



Student may be offered supplementary assessment in this unit if they meet the eligibility criteria.

Unit Coordinator(s)
Associate Professor John Lau
Unit rules
Prerequisites
Enrolment in MJD-MTHST Mathematics and Statistics and
STAT2062 Fundamentals of Probability with Applications
or STAT2063 Probabilistic Methods and their 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.
  • Visit the Essential Textbooks website to see if any textbooks are required for this Unit. The website is updated regularly so content may change. Students are recommended to purchase Essential Textbooks, but a limited number of copies of all Essential Textbooks are held in the Library in print, and as an ebook where possible. Recommended readings for the unit can be accessed in Unit Readings directly through the Learning Management System (LMS).
  • Contact hours provide an indication of the type and extent of in-class activities this unit may contain. The total amount of student work (including contact hours, assessment time, and self-study) will approximate 150 hours per 6 credit points.