Generalized Integrative Principal Component Analysis for Multi-Type Data with Block-Wise Missing Structure

Huichen Zhu, Gen Li, Eric F. Lock

High-dimensional multi-source data are encountered in many fields. Despite recent developments on the integrative dimension reduction of such data, most existing methods cannot eas…