Consistent model selection and data-driven smooth tests for longitudinal data in the estimating equations approach

Mathematics

• Smooth Test 94%
• Estimating Equation 73%
• Data-driven 72%
• Longitudinal Data 68%
• Model Selection 63%
• Correlation Matrix 56%
• Selection Procedures 35%
• Likelihood 27%
• Bayesian Information Criterion 21%
• Correlated Data 20%
• Quasi-likelihood 19%
• High Power 19%
• Nominal or categorical data 19%
• Misspecification 18%
• Model Checking 18%
• Nuisance Parameter 18%
• Monte Carlo Study 17%
• Goodness of fit 16%
• Regression Analysis 16%
• Clinical Trials 15%
• Model 10%
• Performance 9%
• Estimate 7%

Business & Economics

• Longitudinal Data 100%
• Model Selection 97%
• Correlation Matrix 58%
• Quasi-likelihood 23%
• Model Checking 23%
• Categorical Data 23%
• Monte Carlo Analysis 22%
• Bayesian Information Criterion 22%
• Nuisance Parameter 22%
• Regression Analysis 20%
• Clinical Trials 19%
• Monte Carlo Study 19%
• Goodness of Fit 18%
• Misspecification 18%
• Finite Sample 17%
• Inference 13%
• Performance 6%