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stat.ME2010★ 1 cited
Component Selection in the Additive Regression Model
Xia Cui, Heng Peng, Songqiao Wen +1
Similar to variable selection in the linear regression model, selecting significant components in the popular additive regression model is of great interest. However, such componen…
stat.ME2010★ 317 cited
Robust rank correlation based screening
Gaorong Li, Heng Peng, Jun Zhang +1
Independence screening is a variable selection method that uses a ranking criterion to select significant variables, particularly for statistical models with nonpolynomial dimensio…