most citedSparse logistic principal components analysis for binary data

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stat.AP2010★ 106 cited

Sparse logistic principal components analysis for binary data

Seokho Lee, Jianhua Z. Huang, Jianhua Hu

We develop a new principal components analysis (PCA) type dimension reduction method for binary data. Different from the standard PCA which is defined on the observed data, the pro…