STAT3062 Statistical Science

Credit
6 points
Offering
(see Timetable)
AvailabilityLocationMode
Semester 1UWA (Perth)Face to face
Details for undergraduate courses
  • Level 3 option in the Mathematics and Statistics major sequence
  • The area of knowledge for this unit is Mathematical and Physical Sciences
  • Category A broadening unit for Bachelor of Science students where relevant according to the broadening requirements for each student
  • Level 3 elective
Content
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.
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.

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
Prerequisites:
STAT2061 Probability and Mathematical Statistics
or
STAT2062 Fundamentals of Probability with Applications
Contact hours
lectures: 5 hours per fortnight; labs: 2 hours per fortnight
Unit Outline
Semester 1_2019 [SEM-1_2019]
  • 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.
  • Books and other material wherever listed may be subject to change. Book lists relating to 'Preliminary reading', 'Recommended reading' and 'Textbooks' are, in most cases, available at the University Co-operative Bookshop (from early January) and appropriate administrative offices for students to consult. Where texts are listed in the unit description above, an asterisk (*) indicates that the book is available in paperback.