Quantile-Composited Feature Screening for Ultrahigh-Dimensional Data
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DOI: 10.3390/math11102398
Abstract: Ultrahigh-dimensional grouped data are frequently encountered by biostatisticians working on multi-class categorical problems. To rapidly screen out the null predictors, this paper proposes a quantile-composited feature screening procedure. The new method first transforms the continuous… read more here.
Keywords: quantile composited; composited feature; screening ultrahigh; feature screening ... See more keywords