BIOSTATS 6007EX - Categorical Data & Generalised Linear Models
Career: | Postgraduate Coursework |
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Units: | 3 |
Term: | 4320 |
Campus: | External |
Contact: | Online |
Restriction: | Available to Grad Cert, Grad Dip, M Biostatistics students. Check with School for Non-Award Study. |
Available for Study Abroad and Exchange: | No |
Available for Non-Award Study: | Check with School |
Pre-Requisite: | BIOSTATS 6001EX and BIOSTATS 6003EX or BIOSTATS 6019EX and BIOSTATS 6000 or BIOSTATS 6000EX and BIOSTATS 6005EX and BIOSTATS 6006EX |
Assessment: | Three major assignments |
Syllabus: |
The aim of this course is to enable students to use generalised linear models (GLMs) and other methods to analyse categorical data with proper attention to the underlying assumptions. There is an emphasis on the practical interpretation and communication of results to colleagues and clients who may not be statisticians. The content includes: introduction to and revision of conventional methods of contingency tables especially in epidemiology; odds ratios and relative risks; chi-squared tests for independence; Mantel-Haenszel methods for stratified tables; and methods for paired data. The exponential family of distributions includes: generalised linear models (GLMs), and parameter estimation for GLMs; inference for GLMs-including the use of score, Wald and deviance statistics for confidence intervals and hypothesis tests, and residuals; binary variables and logistic regression models-including methods for assessing model adequacy; nominal and ordinal logistic regression for categorical response variables with more than two categories; and count data, Poisson regression and log-linear models. |
Course Fees
Study Abroad student tuition fees are available here
Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.
The fees displayed below for international students are for students commencing a program in 2024 only. International students who commenced a program in 2023 or prior can find their fee here.
EFTSL | |||
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0.125 |
* This course is not normally offered to international students studying within Australia.
Course Outline
A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here
Critical Dates
Term | Last Day to Add Online | Census Date | Last Day to WNF | Last Day to WF |
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4320 | Mon 07/08/2023 | Wed 16/08/2023 | Fri 15/09/2023 | Fri 27/10/2023 |
Class Details
Enrolment Class: Independent Study | |||||||
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Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
26017 | 01EX | 20 | 20 | This class does not have any timetabled face-to-face sessions. Please check MyUni or contact your Course Coordinator for details. |