Likelihood robust optimization for data-driven problems

Keyphrases

• Asymptotic Behavior 50%
• Bayesian Statistics 50%
• Conservativeness 50%
• Decision-making Problem 50%
• Distribution Set 100%
• Distributionally Robust 50%
• Distributionally Robust Optimization 100%
• Empirical Likelihood 50%
• Historical Data 100%
• Input Distribution 50%
• Likelihood Theory 50%
• Mean-variance 50%
• Newsvendor Problem 50%
• Optimal Decision 50%
• Portfolio Optimization 50%
• Robust Approach 50%
• Robust Optimization 100%
• Statistical Analysis 50%
• Target Problem 50%
• Uncertain Environment 50%
• Worst-case Distribution 50%

Mathematics

• Apply It 50%
• Asymptotic Behavior 50%
• Bayes Theorem 50%
• Conservativeness 50%
• Empirical Likelihood 50%
• Historical Data 100%
• Likelihood Theory 50%
• Mean Variance 50%
• Objective Function 50%
• Observed Data 50%
• Optimal Decision 50%
• Statistical Analysis 50%
• Test Result 50%
• Worst Case 50%