Regression tree boosting to adjust health care cost predictions for diagnostic mix

Keyphrases

• Tree Boosting 100%
• Healthcare Cost Prediction 100%
• Regression Tree 100%
• Diagnosis-related Groups 60%
• Demographic Variables 40%
• Clinical Classification Software 40%
• Indemnity 40%
• Service Points 40%
• Preferred Provider Organization 40%
• Deterministic Model 40%
• Cost Variance 40%
• Quality of Health Care 20%
• Healthcare Research 20%
• Service Planning 20%
• Administrative Data 20%
• Risk Adjustment 20%
• Grouped Variables 20%
• Commercial Claims 20%
• Statistical Representation 20%
• Risk-adjustment Model 20%
• Group Schemes 20%
• Plan Type 20%
• Boosted Regression Trees 20%
• Adjustment System 20%
• Statistical Learning Algorithms 20%
• Healthcare Costs 20%
• Total Health Care Costs 20%
• Cost Per Patient 20%

Mathematics

• Healthcare 100%
• Regression tree 100%
• Linear Models 33%
• Variance 33%
• Main Effect 33%
• Deterministic Model 33%
• Data Source 16%