Parametric vs. Nonparametric Regression Modelling within Clinical Decision Support

0473575 - ÚI 2018 RIV CZ eng J - Článek v odborném periodiku
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
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: decision support systems * decision rules * statistical analysis * nonparametric regression
Obor OECD: 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.
Trvalý link: http://hdl.handle.net/11104/0270705