Module code | TRG 880 |
Qualification | Postgraduate |
Faculty | Faculty of Natural and Agricultural Sciences |
Module content | 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. |
Module credits | 20.00 |
Programmes | |
Service modules | Faculty of Economic and Management 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.
Get Social With Us
Download the UP Mobile App