Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations

Keyphrases

• Physical Activity 100%
• Accelerometry 100%
• Matrix-variate 100%
• Multilevel Matrices 100%
• Clinical Population 100%
• Congestive Heart Failure 66%
• Simulation Study 33%
• De-identified 33%
• Between-subject 33%
• Intraclass Correlation Coefficient 33%
• Clinical Data 33%
• Covariance Matrix 33%
• Adverse Clinical Events 33%
• Matrix-variate Data 33%
• Primary Measurement 33%
• Long-term Patterns 33%
• 2D Structure 33%
• Decomposable 33%
• Distance Correlation Coefficient 33%
• Statistical Framework 33%
• Accelerometer Data 33%
• Multilevel Design 33%
• Row-column 33%
• Linear Mixed Effects 33%
• Computational Feasibility 33%
• Computational Performance 33%
• Matrix Variate Distribution 33%
• Explode 33%
• Nested Design 33%

Mathematics

• Matrix (Mathematics) 100%
• Month Period 20%
• Covariance Matrix 20%
• Simulation Study 20%
• Intraclass Correlation 20%
• Nested Design 20%
• correlation coefficient ρ 20%
• Supplementary Material 20%
• Variate Data 20%