Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction

Tu T. Do, Mai Anh Vu, Tuan L. Vo +6

Monotone missing data is a common problem in data analysis. However, imputation combined with dimensionality reduction can be computationally expensive, especially with the increas…