Leveraging mixed and incomplete outcomes via reduced-rank modeling

Keyphrases

• Aging 33%
• Asymptotic Performance 33%
• Binary Indicators 33%
• Convergence Guarantee 33%
• Exponential Dispersion Family 33%
• Exponential Family 33%
• Generation Mechanism 33%
• Health Outcomes 33%
• High Dimension 33%
• Information Sharing 33%
• Iterative Singular Value Thresholding Algorithm 33%
• Low-dimensional Subspace 33%
• Missing Data 33%
• Mixed Outcomes 100%
• Multivariate Features 33%
• Multivariate Model 33%
• Multivariate Outcomes 33%
• Non-asymptotic 33%
• Partially Observed 33%
• Performance Bounds 33%
• Prediction Task 33%
• Real-world Problems 33%
• Reduced Rank 100%
• Reduced Rank Regression 33%
• Sampling Scheme 33%
• Simulation Study 33%
• Singular Values 33%
• Supervised Learning 33%

Mathematics

• Asymptotics 50%
• Dimensional Subspace 50%
• Exponential Family 50%
• Higher Dimensions 50%
• Longitudinal Study 50%
• Observed Outcome 50%
• Sampling Scheme 50%
• Simulation Study 50%
• Singular Value 100%
• Thresholding 50%
• World Problems 50%