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Parametric vs. Nonparametric Regression Modelling within Clinical Decision Support
- 1.0473575 - ÚI 2018 RIV CZ eng J - Journal Article
Kalina, Jan - Zvárová, Jana
Parametric vs. Nonparametric Regression Modelling within Clinical Decision Support.
International Journal on Biomedicine and Healthcare. Roč. 5, č. 1 (2017), s. 21-27. ISSN 1805-8698
R&D Projects: GA ČR GA17-01251S
Institutional support: RVO:67985807
Keywords : decision support systems * decision rules * statistical analysis * nonparametric regression
OECD category: Statistics and probability
www.ijbh.org/ijbh2017-1.pdf
Decision support systems represent very complicated systems offering assistance with the decision making process. Learning the classification rule of a decision support system requires to solve complex statistical task, most commonly by means of classification analysis. However, the regression methodology may be useful in this context as well. This paper has the aim to overview various regression methods, discuss their properties and show examples within clinical decision making.
Permanent Link: http://hdl.handle.net/11104/0270705
Number of the records: 1