Two-step sparse boosting for high-dimensional longitudinal data with varying coefficients

Mathematics

• Boosting 100%
• Varying Coefficients 91%
• High-dimensional Data 85%
• Longitudinal Data 79%
• Correlation Structure 35%
• Variable Selection 30%
• Yeast 20%
• Cell Cycle 19%
• Gene Expression Data 19%
• Varying Coefficient Model 19%
• Selection Model 19%
• Nonparametric Model 16%
• Machine Learning 16%
• Regression Function 15%
• Loss Function 15%
• Model-based 13%
• Independence 13%
• High-dimensional 12%
• Prediction 11%
• Methodology 10%
• Interaction 10%
• Observation 9%
• Numerical Examples 9%
• Demonstrate 8%
• Estimate 6%

Engineering & Materials Science

• Yeast 22%
• Gene expression 20%
• Cells 18%
• Machine learning 13%