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This document presents a novel model-free feature screening procedure for ultrahigh-dimensional data, which does not require a specific model structure, making it suitable for various scientific applications. The proposed method demonstrates consistency in ranking and selection of predictors, is computationally efficient, and shows strong performance in simulations and real data analyses. The article outlines the theoretical properties of the method and its applicability across a wide range of parametric an

Author

yx20021010141592

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EN