Efficient estimation of variance components in nonparametric mixed-effects models with large samples

Mathematics

• Mixed Effects 96%
• Mixed Effects Model 93%
• Components of Variance 90%
• Efficient Estimation 86%
• Regression Model 59%
• Two-stage Estimation 35%
• Simultaneous Estimation 31%
• Correlated Data 31%
• Smoothing Parameter 28%
• Variance Components 27%
• Computational Cost 24%
• Estimate 11%

Business & Economics

• Variance Components 100%
• Efficient Estimation 98%
• Regression Model 59%
• Two-stage Estimation 35%
• Smoothing 26%
• Burden 20%
• Costs 9%