Generalized integrative principal component analysis for multi-type data with block-wise missing structure

Keyphrases

• Principal Coordinate Analysis (PCoA) 100%
• Block-wise Missing Data 100%
• Multiple Data Types 100%
• Dimensionality Reduction 40%
• Multi-source Data 40%
• Rank Estimation 40%
• Missing Data Imputation 40%
• Simulation Study 20%
• Statistical Analysis 20%
• Mortality Rate 20%
• Mortality Studies 20%
• Multi-source 20%
• Signal Recovery 20%
• Recovery Data 20%
• Bayesian Information Criterion 20%
• Comprehensive Simulation 20%
• Heterogeneous Data Types 20%
• Low-rank Methods 20%
• Multi-source Data Integration 20%

Mathematics

• File Format 100%
• Principal Component Analysis 100%
• Rank Estimation 66%
• Data Imputation 66%
• Simulation Study 33%
• Statistical Analysis 33%
• Bayesian Information Criterion 33%
• Rank Method 33%