Cluster-robust inference: A thorough guide on what to do and why, based on recently available #EconometricTheory and simulation evidence

https://doi.org/10.1016/j.jeconom.2022.04.001

ht Tobias Klein

#applied #econometrics #RobustInference #ClusteredData

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onlinelibrary.wiley.com/doi/10.1002/...

Open access paper on a Variance Estimator for Marginal Cox Regression Models Fit to Non-Nested Multilevel or Clustered Data. #multilevel #statistics #clustereddata #survivalanalysis

Researchers combine GEE with fitted Q‑iteration, cutting cumulative regret ~50% in simulated and real mobile‑health data (4 Oct 2025). https://getnews.me/generalized-fitted-q-iteration-for-clustered-healthcare-data/ #reinforcementlearning #clustereddata #healthcare

Understand and apply multilevel models to data to account for the clustering of people within organizations, and gain familiarity with the value added of MLMs over other techniques for clustered data! For more info: myumi.ch/6yJmX

#SumProg25 #ICPSR #MultilevelModels #DataAnalysis #ClusteredData