|Module code||EKT 720|
|Faculty||Faculty of Economic and Management Sciences|
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.
|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|
|Period of presentation||Semester 2|
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