Schou (Sko), TorbenGardner, Henry JamesMartin, Michael2015-12-10April 27-M9781450318990http://hdl.handle.net/1885/66399This paper proposes that online HCI studies (such as websurveys and remotely monitored usability tests) can benefit from statistical data analysis using modern statistical learning methods such as classification and regression trees (CARTs). Applying CARTKeywords: Games; Non-parametric; Online studies; Parametric; Regression; Classification (of information); Forestry; Human computer interaction; Human engineering; Decision trees; Classification; Decision Making; Forestry; Information Retrieval; Regression Analysis Classification; Decision trees; Games; Non-parametric; Online studies; Parametric; RegressionNon-parametric decision trees and online HCI201310.1145/2470654.24812882016-02-24