Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model

作者: Daniela Castro Camilo , Luigi Lombardo , P. Martin Mai , Jie Dou , Raphaël Huser

DOI: 10.1016/J.ENVSOFT.2017.08.003

关键词:

摘要: … In a second step, we adopt a LASSO-penalized Generalized Linear Model to shrink back the predictor set to a sensible and interpretable number, carrying only the most significant …

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