Policy Optimization Using Semiparametric Models for Dynamic Pricing

Keyphrases

• Semiparametric Model 100%
• Dynamic Pricing 100%
• Regret 100%
• Policy Optimization 100%
• Semiparametric Estimation 50%
• One-at-a-time 50%
• Statistical Learning 50%
• Selling 50%
• Decision-making Policies 50%
• Parametric Component 50%
• Nonparametric Component 50%
• Generalized Linear Model 50%
• Maximizing Revenue 50%
• Logarithmic Term 50%
• Feature Dimension 50%
• Pricing Problem 50%
• Market Value 50%
• Super Smooth 50%
• Statistical Decision 50%
• Binary Response 50%
• Derivative Formula 50%
• Online Decision Making 50%
• Dependent Product 50%
• Model Setting 50%
• Product Features 50%
• Demand Curve 50%
• Strong Mixing Condition 50%
• Contextual Dynamic Pricing 50%

Mathematics

• Upper Bound 100%
• Parametric 66%
• Semiparametric Estimation 33%
• Minimizes 33%
• Generalized Linear Model 33%
• Logarithmic Term 33%
• Supplementary Material 33%
• Binary Response 33%
• Strong Mixing 33%

Economics, Econometrics and Finance

• Pricing 100%
• Market Value 100%