Data analytics and visualisation 880

Module code TRG 880
Qualification Postgraduate
Faculty Faculty of Natural and Agricultural Sciences
Module content

Regression introduction: Simple and multiple regression. Multicollinearity, Heteroscedasticity, Ridge regression. Logistic regression: Estimation, inference and applications. Non Linear regression: Estimation, inference and applications. Text mining: Topic modelling with applications. Survival regression: Survival models applied in regression. Regression extensions: CART, MARS and Conjoint analysis.

Module credits 20.00
Service modules Faculty of Natural and Agricultural Sciences
Prerequisites No prerequisites.
Contact time 1 lecture per week
Language of tuition Module is presented in English
Academic organisation Statistics
Period of presentation Semester 1 or Semester 2

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