Multivariate Statistics (6544.4)
|Level:||Undergraduate Third Year Level|
|HECS Bands:||2, 4|
|Faculty:||Faculty of Science and Technology|
|Discipline:||Academic Program Area - Technology|
UC - Canberra, Bruce
Year Teaching Period Convener Mode of Delivery 2019 Semester 1 DR Shuangzhe LIU (Ph: +61 2 62012513 ) ON-CAMPUS 2020 Semester 1 DR Shuangzhe LIU (Ph: +61 2 62012513 ) ON-CAMPUS
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- Semester 1, 2019, ON-CAMPUS, BRUCE (185230) - View
- Semester 1, 2018, ON-CAMPUS, BRUCE (181702) - View
- Semester 2, 2016, ON-CAMPUS, BRUCE (150623) - View
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This unit deals with multivariate statistical and data analytical methods for analysing multidimensional and big data. The practical background of analyses will be presented and computer packages will be used to carry out the analyses. Topics will be selected from descriptive statistics, data visualisation, descriptive data mining, regression and classification, predictive data mining, principal components analysis and other dimension reduction techniques. Applications to data and problems in business, natural and social sciences will be illustrated.
On successful completion of this unit, students will be able to:
1. Describe the nature and properties of multivariate and big data;
2. Select and explain the appropriate statistical analysis for a given purpose and data set;
3. Evaluate the appropriateness and validity of a multivariate and analytic method; and
4. Produce and interpret the results by using a computer package.
A 2-hour lecture and a 2-hour lab per week.
6540 Introduction to Statistics OR 5123 Business Statistics OR 1809 Data Analysis in Science
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