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robustlmm: An R Package for Robust Estimation of Linear Mixed-Effects Models13 days ago
Introduction | Background | Implementation | Usage | Further information | The smoothed Huber function and tables of tuning constants | Robust estimating equations | Estimation algorithm | Methodology added in version 3.5.0
New features in robustlmm 3.5.0: robust inference, diagnostics and structured covariances14 days ago
Introduction | Inference for the fixed effects | Influence diagnostics | A high-breakdown initial estimator: RANSAC | Robustness in the design space | Summary
Replication Code For Simulation Studies14 days ago
Introduction | The code | General structure of code for each presented study | List of Functions From Other Packages | Sensitivity Curves | Consistency and Efficiency | Breakdown | Monte-Carlo Breakdown Sweep | Convergence | Robustness and Empirical Test Coverage | Studies new in the 3.5.0 release | Session Info