High-dimensional classification via nonparametric empirical Bayes and maximum likelihood inference

Keyphrases

• Maximum Likelihood Inference 100%
• High-dimensional Classification 100%
• Nonparametric Bayes 100%
• Prior Distribution 66%
• Bayes Classifier 33%
• Training Data 33%
• Cancer Patients 33%
• Hierarchical Model 33%
• Optimization Framework 33%
• Large-scale Problems 33%
• Convex Optimization 33%
• Empirical Bayes Method 33%
• Nonparametric Maximum Likelihood Estimator (NPMLE) 33%
• High-dimensional Setting 33%
• Approximate Estimation 33%
• Gene Expression Microarray Data 33%
• Misclassification Rate 33%
• Kiefer-Wolfowitz 33%

Mathematics

• Maximum Likelihood 100%
• Empirical Bayes Procedure 100%
• Approximates 66%
• Scale Problem 33%
• Training Data 33%
• Cancer Patient 33%
• Maximum Likelihood Estimate 33%
• Hierarchical Model 33%
• Convex 33%