Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models

Keyphrases

• Insurance Premium 100%
• Compound Poisson Model 100%
• Simulation Study 50%
• Complex Interactions 50%
• Model Fitting 50%
• Performance Prediction 50%
• Adverse Selection 50%
• Visualization Tools 50%
• Insurance Claims Data 50%
• Index Parameters 50%
• Profile Likelihood 50%
• Likelihood Approach 50%
• Linear Forms 50%
• Auto Insurance 50%
• Tweedie Model 50%
• Dispersion Parameters 50%
• Logarithmic Mean 50%
• Pure Premium 50%
• Gradient Tree Boosting Algorithm 50%

Mathematics

• Boosted Tree 100%
• Poisson Model 100%
• Simulation Study 50%
• Likelihood Approach 50%
• Fitted Model 50%
• Apply It 50%
• Auto Insurance 50%
• Dispersion Parameter 50%
• Boosting Tree 50%
• Logarithmic Mean 50%
• Linear Form 50%
• Insurance Claim 50%