sta3lm linear models
ANALYSES OF LINEAR MODELS
STA3LM
2014
Credit points: 15
Subject outline
Modern research often involves the analysis of data for more than one variable and in this regard, linear models are the most widely used class of models. They relate a reponse variable to one or more explanatory variables enabling researchers to answer important research questions as well as make future predictions. The methods are used in many areas including biological science, economics, engineering, medical science and psychological science. Topics include simple and multiple linear regression, response and explanatory variable transformations, ANOVA and ANCOVA, as well as more modern methodologies such as generalized linear models and linear mixed effects models. This subject has a stong emphasis on preparing students for future careers in statistics.
FacultyFaculty of Science, Tech & Engineering
Credit points15
Subject Co-ordinatorAgus Salim
Available to Study Abroad StudentsYes
Subject year levelYear Level 3 - UG
Exchange StudentsYes
Subject particulars
Subject rules
Prerequisites ONE OF STA2ABS or STA2AMS or STA2MD
Co-requisitesN/A
Incompatible subjects STA4LM
Equivalent subjectsN/A
Special conditionsN/A
Learning resources
Readings
Resource Type | Title | Resource Requirement | Author and Year | Publisher |
---|---|---|---|---|
Readings | Introduction to Linear Regression Analysis | Recommended | Montgomery, DC, Peck, EA and Vining, G 2006 | WILEY, 4TH EDITION. |
Subject options
Select to view your study options…
Melbourne, 2014, Semester 2, Day
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Enrolment information
Subject Instance Co-ordinatorAgus Salim
Class requirements
Computer LaboratoryWeek: 32 - 43
One 1.0 hours computer laboratory per week on weekdays during the day from week 32 to week 43 and delivered via face-to-face.
LectureWeek: 31 - 43
Two 1.0 hours lecture per week on weekdays during the day from week 31 to week 43 and delivered via face-to-face.
PracticalWeek: 32 - 43
One 1.0 hours practical per week on weekdays during the day from week 32 to week 43 and delivered via face-to-face.
Assessments
Assessment element | Comments | % |
---|---|---|
2 Assignments (approx. 800 words each) | 20 | |
2-hour short answer Final Examination | 50 | |
5-minute oral presentation briefly describing an applied research paper. | 5 | |
5-minute oral presentation of a current job ad | Hurdle Speaking preparation/practice | 0 |
Consulting role-play | 25 |