6 citations · 11 across the 8 of their papers we have counts for
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stat.ME2019
Random projections: data perturbation for classification problems
Timothy I. Cannings
Random projections offer an appealing and flexible approach to a wide range of large-scale statistical problems. They are particularly useful in high-dimensional settings, where we…
stat.ME2019★ 4 cited
The correlation-assisted missing data estimator
Timothy I. Cannings, Yingying Fan
We introduce a novel approach to estimation problems in settings with missing data. Our proposal -- the Correlation-Assisted Missing data (CAM) estimator -- works by exploiting the…