Multivariate statistical analysis methods in QSAR

The emphasis of this review is particularly on multivariate statistical methods currently used in quantitative structure-activity relationship (QSAR) studies. The mathematical methods for constructing QSAR include linear and non-linear methods that solve regression and classification problems in dat...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	RSC advances 2015-01, Vol.5 (127), p.14635-14665
Hauptverfasser:	Pirhadi, Somayeh, Shiri, Fereshteh, Ghasemi, Jahan B
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Learning theory Mathematical models Neural networks Pattern recognition Regression Regression analysis Support vector machines
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!