Regularized rank-based estimation of high-dimensional nonparanormal graphical models

Mathematics

• Graphical Models 85%
• High-dimensional 59%
• Oracle 25%
• Selector 19%
• Lasso 18%
• Joint Distribution 15%
• Gaussian distribution 13%
• Graphics 13%
• Data Transformation 11%
• Interpretability 10%
• Model 10%
• Unknown 10%
• Variable Transformation 10%
• Estimator 9%
• Gaussian Model 9%
• Model Selection 7%
• Normality 7%
• Monotone 6%
• Sample Size 6%
• Demonstrate 4%
• Performance 4%
• Zero 4%

Business & Economics

• Graphical Models 100%
• Matrix 21%
• Normal Distribution 17%
• Estimator 12%
• Model Selection 12%
• Sample Size 10%
• Normality 9%
• Performance 3%