- Code STAT7030
- Unit Value 6 units
- Offered by Rsch Sch of Finance, Actuarial Studies & App Stats
- ANU College ANU College of Business and Economics
- Course subject Statistics
- Areas of interest Actuarial Studies, Statistics
This course is intended to introduce students to generalised linear modelling methods, with emphasis on, but not limited to, common methods for analyzing categorical data. Topics covered include a review of multiple linear regression and the analysis of variance, log-linear models for contingency tables, logistic regression for binary response data, Poisson regression, model selection and model checking, mixed effects models and some additional topics to be agreed with students.
Upon successful completion, students will have the knowledge and skills to:Upon successful completion of the requirements for this course, students should have the
knowledge and skills to:
1. Explain in detail the role of generalised linear modelling techniques (GLMs) in modern applied statistics and implement methodology.
2. Demonstrate an in-depth understanding of the underlying assumptions for GLMs and perform diagnostic checks; appreciate potential problems.
3. Perform statistical analysis using statistical software in addition to learning the
underlying theory and methodologies.
4. Achieve a higher working-level understanding of the statistical techniques used
(beyond ideas and processes involved).
See the course outline on the College courses page. Outlines are uploaded as they become available.
Indicative AssessmentTypical assessment may include, but is not restricted to: a mid-semester exam and a final exam.
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Students are expected to commit at least 10 hours per week to completing the work in this course. This will include at least 3 contact hours per week and up to 7 hours of private study time.
Requisite and Incompatibility
Tuition fees are for the academic year indicated at the top of the page.
If you are a domestic graduate coursework or international student you will be required to pay tuition fees. Tuition fees are indexed annually. Further information for domestic and international students about tuition and other fees can be found at Fees.
- Student Contribution Band:
- Unit value:
- 6 units
If you are an undergraduate student and have been offered a Commonwealth supported place, your fees are set by the Australian Government for each course. At ANU 1 EFTSL is 48 units (normally 8 x 6-unit courses). You can find your student contribution amount for each course at Fees. Where there is a unit range displayed for this course, not all unit options below may be available.