Data Management: Robust Estimation, Stratification and Clustering
Robust covariance estimation
- Clustering methods for all estimators
- Stratification and clustering within strata
- Finite population corrections
- Panel corrections for least squares estimators
Robust estimators for least squares and GMM
- White estimator for cross section and panel data estimators
- Newey-West estimators
- Newey-West correction with optimal weighting matrices