Likelihood robust optimization for data-driven problems

Mathematics

• Robust Optimization 100%
• Data-driven 85%
• Likelihood 65%
• Historical Data 25%
• Optimization Model 23%
• Model 18%
• Newsvendor Problem 16%
• Portfolio Selection 12%
• Bayesian Statistics 12%
• Performance 11%
• Empirical Likelihood 10%
• Expected Value 9%
• Decision Making 9%
• Likely 9%
• Robustness 7%
• Objective function 7%
• Asymptotic Behavior 6%
• Unknown 6%
• Relationships 5%
• Class 2%

Business & Economics

• Robust Optimization 94%
• Bayesian Statistics 14%
• Empirical Likelihood 13%
• Newsvendor Problem 12%
• Asymptotic Behavior 12%
• Mean-variance 9%
• Expected Value 9%
• Portfolio Selection 9%
• Objective Function 8%
• Targeting 8%
• Decision Making 8%
• Performance 7%

Engineering & Materials Science

• Statistics 7%
• Decision making 6%
• Set theory 6%