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Imputed Factor Regression for High-dimensional Block-wise Missing Data

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Published in 2020 at "Statistica Sinica"

DOI: 10.5705/ss.202018.0008

Abstract: Block-wise missing data are becoming increasingly common in highdimensional biomedical, social, psychological, and environmental studies. As a result, we need efficient dimension-reduction methods for extracting important information for predictions under such data. Existing dimension-reduction methods… read more here.

Keywords: wise missing; missing data; factor regression; factor ... See more keywords