High dimensional semiparametric latent graphical model for mixed data

Keyphrases

• Latent Variables 100%
• Graphical Models 100%
• Semi-parametric 100%
• Mixed Data 100%
• Binary Variables 66%
• Random Variables 33%
• Simulation Study 33%
• Multivariate Data 33%
• Real-time Data Analysis 33%
• Convergence Rate 33%
• Correlation Matrix 33%
• Rank-based Estimator 33%
• Copula Function 33%
• Conditional Independence 33%
• Gaussian Copula 33%
• Concentration Inequalities 33%
• Graph Signal Recovery 33%
• Precision Matrix Estimation 33%
• Matrix Diagram 33%
• Latent Gaussian Copula Model 33%
• Rank-based Approach 33%

Mathematics

• Gaussian Copula 100%
• Graphical Model 100%
• Matrix 50%
• Simulation Study 50%
• Correlation Matrix 50%
• Multivariate Data 50%
• Latent Random Variable 50%
• Real Data 50%
• Conditional Independence 50%