Original title: Inversní regresní křivka
Translated title: Sliced Inverse Regression
Authors: Rusnáková, Viktória ; Hlávka, Zdeněk (advisor) ; Lachout, Petr (referee)
Document type: Master’s theses
Year: 2010
Language: slo
Abstract: The presented work deals with Sliced inverse regression method for dimension reduction of explanatory variable in case of multivariate data sets. The aim of this work is to present this method, its characteristics and assumptions and ways of determining the new dimension of explanatory variable. This is done in the first theoretical part. The second practical part is dedicated to application of SIR method on simulated and real data. All simulations and calculations were done in programme R and are enclosed on CD.

Institution: Charles University Faculties (theses) (web)
Document availability information: Available in the Charles University Digital Repository.
Original record: http://hdl.handle.net/20.500.11956/34492

Permalink: http://www.nusl.cz/ntk/nusl-469878


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Universities and colleges > Public universities > Charles University > Charles University Faculties (theses)
Academic theses (ETDs) > Master’s theses