Simulation-Based Bias Correction Methods for Complex Models

Mathematics

• Bias Correction 68%
• Indirect Inference 59%
• Simulation 33%
• Estimator 31%
• Inconsistent 19%
• Model 17%
• Biased 16%
• Bootstrap 16%
• Income Distribution 12%
• Model Complexity 12%
• Latent Variable Models 11%
• Pseudo-likelihood 11%
• Framework 10%
• Estimating Equation 10%
• Likelihood Function 8%
• Specification 7%
• Linear Model 7%
• Maximum Likelihood Estimator 7%
• Refinement 7%
• Efficient Algorithms 7%
• Optimization Problem 6%
• Equivalence 6%
• Iteration 5%
• Alternatives 5%
• Context 5%
• Demonstrate 5%

Business & Economics

• Indirect Inference 46%
• Simulation 35%
• Estimator 30%
• Finite Sample Bias 23%
• Simulation Estimators 12%
• Pseudo-likelihood 11%
• Income Distribution 11%
• Latent Variable Models 10%
• Maximum Likelihood Estimator 9%
• Equivalence 7%
• Optimization Problem 6%
• Usefulness 6%
• Alternatives 3%