Weak signal identification and inference in penalized model selection

Keyphrases

• Antiviral Drugs 20%
• Asymptotic Inference 20%
• Bootstrap Resampling 20%
• Confidence Interval 20%
• Drug Susceptibility 20%
• Finite Sample 20%
• Genetic mutation 20%
• HIV Antiretrovirals 20%
• HIV Drug Resistance 20%
• Identification Method 20%
• Inference Methods 20%
• Inferential Method 20%
• Model Selection 100%
• Noise Signal 20%
• Penalized Estimator 20%
• Penalized Models 100%
• Perturbation Resampling 20%
• Resampling 20%
• Signal Identification 100%
• Signal Strength 20%
• Strong Signals 40%
• Theory Development 20%
• Weak Signal 100%

Mathematics

• Asymptotics 50%
• Bootstrapping 50%
• Confidence Interval 50%
• Inference Procedure 50%
• Inferential Step 50%
• Model Selection 100%
• Numerical Analysis 50%