Unit of Study: EDPK6016 - Advanced Statistical Analysis
This unit develops students' skills in multivariate analyses. Where possible student's own data sets will be the focus of analysis using SPSS. Topics include factor analysis, cluster analysis, multiple linear regression, interaction modeling, path analysis and Structural Equation Modelling (SEM). Students are encouraged to develop analysis plans, conceptual models for analysis and critical perspectives on statistical reports. It is recommended that students complete EDPK5002 before enrolling in this unit, or contact Coordinator to discuss suitability. A sound grasp of basic statistical concepts is needed to undertake this unit of study.
Unit coordinator: Prof Gabrielle Meagher
Classes: 12 wks x 2 hrs
Assessment: review paper and short project report
Pre-requisites: EDPK5002
Courses this subject is available in
This unit of study can be undertaken as a part of the following degree programs:
Doctor of Education
The Doctor of Education offers candidates the opportunity for advanced self-reflective research into the education profession and professional practice in education. The specific aim of the Doctor of Education is to develop research professionals, through completion of coursework and a research thesis.
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Graduate Certificate in Educational Studies
The Graduate Certificate in Educational Studies is a one semester program for leaders and future leaders in education in a dynamic climate or educational change and innovation. It is not a program that results in a recognised teaching qualification.
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Graduate Certificate in Learning Science and Technology
The Graduate Certificate in Learning Science and Technology is an innovative one semester program designed for people working, or considering working in, the rapidly growing field of e-learning.
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Graduate Diploma in Educational Studies
The Graduate Diploma in Educational Studies is for trained teachers who wish to better understand educational theory and research. It is not a program that results in a recognised teaching qualification.
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Master of Education
The Master of Education (MEd) is one of the largest postgraduate coursework programs in Australia, and is designed to develop and support the careers of trained teachers who are teaching professionals, educational administrators, researchers and policymakers. It is not a program that results in a recognised teaching qualification.
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Master of Education (Research)
This course focuses primarily on research in the area of education.
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Master of Learning Science and Technology
The Master of Learning Science & Technology (MLS&T) is an innovative program in e-learning practice and research that is founded on principles for design, management and innovation. The program is hands-on and available in two streams: a Professional stream, and a Research stream.
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Master of Philosophy in Education
This course is designed for students interested in pursuing research in the area of Education but not eligible to undertake a PhD.
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The course information displayed is applicable to currently available courses and is updated annually in October. Please use as indicative only as online information is subject to change without notice. Please refer to handbooks for further course information.
