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Sparse Equisigned PCA: Algorithms and Performance Bounds in the Noisy Rank-1 ...
The dataset is used for estimating the sparse principal component based on different statistical criteria and proving sparsistency conditions. -
Simulation Data Set
The dataset is a simulation data set built similarly to the spiked covariance model, which is popular among sparse PCA related research.