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
Warning: package 'gt' was built under R version 4.5.2
| Buys, R. |
PhD |
Primary supervisor |
Biplots in Machine Learning |
|
| Rowan, A.I. |
PhD |
Supervisor |
Using biplots for locally faithful explainable artificial intelligence |
|
| Sebatjane, P. |
PhD |
Primary supervisor |
Biplots for Compositional Data |
|
| Mostert, A.G. |
PhD |
Primary supervisor |
Fault Diagnosis in Multivariate Statistical Process Monitoring |
2021 |
| Ganey, R. |
PhD |
Supervisor |
Biplots based on Principal Surfaces |
2020 |
| Nienkemper-Swanepoel, J. |
PhD |
Co-supervisor |
Biplot methodology for analysing and evaluating missing multivariate nominal scaled data |
2019 |
| Oyedele, O.V.F. |
PhD |
Supervisor |
Constructing a Partial Least Squares Biplot |
2014 |
MASTERS STUDENTS
| 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 |