| Student | Role | Thesis Title | Graduated |
|---|---|---|---|
| Buys, R. | Primary supervisor | Biplots in Machine Learning | |
| Sebatjane, P. | Primary supervisor | Biplots for Compositional Data | |
| Rowan, A.I. | Supervisor | Identifying decision boundaries to explain black box machine learning predictions | 2026 |
| Mostert, A.G. | Primary supervisor | Fault Diagnosis in Multivariate Statistical Process Monitoring | 2021 |
| Ganey, R. | Supervisor | Biplots based on Principal Surfaces | 2020 |
| Nienkemper-Swanepoel, J. | Co-supervisor | Biplot methodology for analysing and evaluating missing multivariate nominal scaled data | 2019 |
| Oyedele, O.V.F. | Supervisor | Constructing a Partial Least Squares Biplot | 2014 |
TEACHING
UNDERGRADUATE
Introductory statistics
Introductory mathematical statistics
Applied multivariate statistics
Data science - supervised and unsupervised learning
Stochastic processes
POSTGRADUATE
Honours: Design of Experiments
Honours: Multivariate statistics
Honours: R programming
Masters: Multivariate statistics
Masters: Multidimensional scaling
Masters: Advanced Topics in Regression
CIRRICULUM DEVELOPMENT
Undergraduate: Data science - big data and deep learning
Masters: Multivariate statistics
Masters: Advanced Topics in Regression
PHD STUDENTS
MASTERS STUDENTS
| Student | Degree | Role | Thesis Title | Graduated |
|---|---|---|---|---|
| Gouws, J. | MCom | Supervisor | Comparison of Classification Techniques to Review Adjustments to Multiples-Based Equity Valuations: An Empirical Investigation | 2022 |
| Rowan, A.I. | MSc | Supervisor | Unravelling black box machine learning methods using biplots | 2019 |
| Mzimela, N.Z. | MSc | Supervisor | Functional linear regression on Namibian and South African data | 2016 |
| Essomba, R.F. | MSc | Supervisor | An Investigation into Functional Linear Regression Modelling | 2015 |
| Ganey , R. | MSc | Supervisor | Principal points, principal curves and principal surfaces | 2015 |
| Masindi , K.T. | MPhil | Primary Supervisor | Statistical Arbitrage in South African Equity Markets | 2014 |
| Pierre Bernard , T.A.C.R. | MSc | Supervisor | Introducing Sampling Weights in Multiple Correspondence Analysis for Graphically Exploring Socio-economic Progress in South Africa | 2014 |
| Brand, H. | MComm | Co-supervisor | PCA and CVA biplots: A study of their underlying theory and quality measures | 2013 |
| Hossain, M.N. | MPhil | Supervisor | Hedge Fund of Funds Investment Process A South African Analysis | 2013 |
| Timm , A.W. | MSc | Supervisor | An investigation of Multidimensional Scaling with an emphasis on the development of an R based Graphical User Interface for performing Multidimensional Scaling procedures | 2012 |
| John, C. | MSc | Co-supervisor | Industrial Statistical Process Control Case Study: Tobacco Moisture Variability Reduction | 2011 |
| Williams , D. | MSc | Supervisor | Biplots and Triplots for exploring three mode data with an application to the investigation of the immune response to Bacille Calmette Guerin vaccine in HIV positive infants | 2011 |
| Joubert, J. | MComm | Co-supervisor | Statistical distributions underlying the Product Quality Index | 2010 |
| la Grange, A.M. | MComm | Co-supervisor | BiplotGUI for interactive construction of advanced multivariate graphics | 2008 |
| Meintjes, M. | MComm | Co-supervisor | Evaluating the properties of sensory tests using computer intensive and biplot methodologies | 2007 |