Strategies for addressing collinearity in multivariate linguistic data

Fabian Tomaschek,Peter Hendrix,R. Harald Baayen

Journal of Phonetics（2018）

引用 130|浏览8

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摘要

•Regression results in suppression and enhancement when fitted to collinear data sets.•Three methods to manage collinearity in data sets are presented.•Jointly, they allow to understand the quantitative structure of empirical data.

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关键词

Elastic net,Supervised component generalized linear regression,Random forests,Collinearity,Concurvity,Segment duration

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