Sure independence screening in generalized linear models with NP-dimensionality

Mathematics

• Screening 83%
• Generalized Linear Model 80%
• Dimensionality 76%
• Independence 66%
• Ranking 46%
• Learning 27%
• Covariates 25%
• Marginal Maximum Likelihood 21%
• Statistical Learning 20%
• Exponential Inequality 20%
• Quasi-maximum Likelihood 20%
• Marginal Likelihood 18%
• Variable Selection 15%
• Quantify 15%
• False 14%
• Justify 14%
• Covariance matrix 13%
• Linear Model 13%
• Maximum Likelihood Estimator 13%
• High-dimensional 12%
• Interaction 10%
• Simulation Study 10%
• Context 9%
• Framework 8%
• Estimate 6%

Business & Economics

• Generalized Linear Model 100%
• Dimensionality 85%
• Screening 73%
• Ranking 46%
• Marginal Likelihood 43%
• Covariates 30%
• Variable Selection 27%
• Quasi-maximum Likelihood Estimator 22%
• Statistical Learning 21%
• Covariance Matrix 16%
• Simulation Study 14%
• Interaction 8%