PUBH5769 Biostatistics II
- 6 points
|Semester 2||UWA (Perth)||Multi-mode|
- Details for undergraduate courses
- Honours option in Mathematics and Statistics [Bachelor of Science (Honours)]
- This unit covers biostatistical methods commonly used in epidemiological and clinical research. It focuses on modern regression methods for means of quantitative variables, proportions (prevalences or risks) for binary variables, incidence rates for event counts, and survival curves for time-to-event variables. It also includes a few classical methods that are still in common use. Topics include analysis of variance (ANOVA) and multiple linear regression, 2 x K frequency tables, logistic regression, Poisson regression, Kaplan-Meier curves and Cox proportional hazards regression. The application of these methods to the analysis of data from cross sectional, case control, cohort and clinical studies is discussed and critical appraisal of published literature is included. Computing using SAS is an integral part of the unit.
- Students are able to (1) apply standard biostatistical methods commonly used in epidemiological and clinical research including modern regression methods for quantitative, binary and time-to-event outcome variables and (2) understand the statistical content of articles in the epidemiological and clinical literature. Students who master the methods covered in this unit should be able to do many of their own analyses of health/medical research data.
- Indicative assessments in this unit are as follows: (1) assignments (which involve computing) and (2) online tests or examination (open book). Further information is available in the unit outline.
Supplementary assessment is not available in this unit.
- Unit Coordinator(s)
- Dr Kevin Murray
- Unit rules
- PUBH4401 Biostatistics I
- Advisable prior study:
- basic familiarity with epidemiological/clinical study designs; familiarity with computing in a Windows environment; experience with at least one statistical analysis package
- Contact hours
- lectures: 2 hours per week; tutorials: 1.5 hours per week (for face-to-face mode only)
- 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 via the Booktopia Textbook Finder, which has the functionality to search by course code, course, ISBN and title, and may also be posted or available at the appropriate school's administrative offices. Where texts are listed in the unit description above, an asterisk (*) indicates that the book is available in paperback.