Sparse generalized functional linear model for predicting remission status of depression patients

Mathematics

• Functional Linear Model 100%
• Generalized Linear Model 70%
• Regression 38%
• Longitudinal Analysis 26%
• Prediction 26%
• Longitudinal Data Analysis 23%
• Prognosis 23%
• Feature Selection 22%
• Functional Model 21%
• Dependent Data 19%
• Random Function 18%
• Independent Random Variables 17%
• Community 16%
• Coefficient 16%
• Learning 15%
• Smoothness 13%
• Regression Model 13%
• High-dimensional 13%
• Experiment 12%
• Alternatives 10%
• Relationships 10%
• Model 5%

Medicine & Life Sciences

• Linear Models 52%
• Depression 44%
• Biomedical Research 13%
• Psychological Power 12%
• Datasets 10%
• Data Analysis 10%
• Learning 9%
• Therapeutics 4%

Engineering & Materials Science

• Random variables 22%
• Feature extraction 17%
• Experiments 7%