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stat.ME2026
Linear Regression: Inference Based on Cluster Estimates
Subhodeep Dey, Gopal K. Basak, Samarjit Das
This article proposes a novel estimator for regression coefficients in clustered data that explicitly accounts for within-cluster dependence. We study the asymptotic properties of…
stat.ME2025
Cross Sectional Regression with Cluster Dependence: Inference based on Averaging
Subhodeep Dey, Gopal K. Basak, Samarjit Das
We re-investigate the asymptotic properties of the traditional OLS (pooled) estimator, , in the context of cluster dependence. The present study considers various scenar…