Approximate nonparametric maximum likelihood for mixture models: A convex optimization approach to fitting arbitrary multivariate mixing distributions

Keyphrases

• Nonparametric Maximum Likelihood Estimator (NPMLE) 100%
• Optimization Approach 100%
• Mixture Model 100%
• Convex Optimization 100%
• Mixing Distribution 100%
• Maximum Likelihood Method 42%
• Empirical Bayes Method 28%
• Diabetes Patients 14%
• Blood Glucose 14%
• Likelihood-based Methods 14%
• Modern Application 14%
• Support Set 14%
• Online Prediction 14%
• Easy-to-implement 14%
• Relative Effectiveness 14%
• Likelihood-based Approach 14%
• Method Performance 14%
• Convex Optimization Problem 14%
• Microarray Classification 14%
• Baseball 14%
• Real Data Applications 14%

Mathematics

• Approximates 100%
• Mixture Model 100%
• Maximum Likelihood 100%
• Maximum Likelihood Method 40%
• Empirical Bayes Procedure 40%
• Statistics 20%
• Real Data 20%

Computer Science

• Convex Optimization 100%
• maximum-likelihood 100%
• Maximum Likelihood Method 40%
• Optimization Problem 20%
• Data Application 20%
• Relative Effectiveness 20%