| Modulekode | TRG 880 |
| Kwalifikasie | Postgraduate |
| Fakulteit | Faculty of Economic and Management Sciences |
| Module-inhoud | Supervised learning and applications. Multicollinearity, ridge regression, the LASSO and the elastic net. Parametric and nonparametric logistic regression and nonlinear regression. Survival regression. Regression extensions: Random forests MARS and Conjoint analysis. Neural networks. |
| Modulekrediete | 20.00 |
| NQF Level | 09 |
| Programme | |
| Service modules | Faculty of Natural and Agricultural Sciences |
| Prerequisites | Admission to relevant programme. |
| Contact time | 1 lecture per week |
| Language of tuition | Module is presented in English |
| Department | Statistics |
| Period of presentation | Semester 1 or Semester 2 |
Copyright © University of Pretoria 2024. All rights reserved.
Virtual Campus
Get Social With Us
Download the UP Mobile App