Regression analysis 780

Module code RAL 780
Qualification Postgraduate
Faculty Faculty of Economic and Management Sciences
Module content

Matrix methods in statistics. Simple and multiple regression models. Sums of squares of linear sets. Generalised t- and F-tests.  Residual analysis. Diagnostics for leverage, influence and multicolinearity. Indicator variables. Regression approach to analysis of variance. Weighted least squares. Ridge regression. Theory is combined with practical work.

Module credits 15.00
Service modules Faculty of Health Sciences
Faculty of Natural and Agricultural Sciences
Prerequisites STK 310 and STK 320
Contact time 1 lecture per week, 1 web-based period per week
Language of tuition English
Academic organisation Statistics
Period of presentation Semester 1

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