| Modulekode | EKT 720 |
| Kwalifikasie | Postgraduate |
| Fakulteit | Faculty of Economic and Management Sciences |
| Module-inhoud | The emphasis is on the theoretical understanding and practical application of advances in statistical modelling. The following topics are covered: Single equation models: Nonparametric regression. Bootstrap procedures within regression analysis, k-nearest neighbour classification. Modelling categorical dependent variables - Logit/Probit models. Multiple outputs. Linear regression of an indicator matrix. Ridge regression. Non-linear regression modelling. Some new developments in regression and classification. |
| Modulekrediete | 15.00 |
| NQF Level | 08 |
| Programme | |
| Service modules | Faculty of Natural and Agricultural Sciences |
| Prerequisites | RAL 780 or WST 311, 312, 321 |
| Contact time | 1 lecture per week, 1 web-based period per week |
| Language of tuition | Module is presented in English |
| Department | Statistics |
| Period of presentation | Semester 2 |
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