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stat.ME2026
Generalized raking and stabilized weights for regression modeling in two-phase samples
Tong Chen, Joshua Slone, Gustavo Amorim +3
In regression models fitted to data from complex survey designs, sampling weights often incorporate non-essential variation, inflating variance estimates. Stabilized weights mitiga…
stat.ME2024
Understanding Difference-in-differences methods to evaluate policy effects with staggered adoption: an application to Medicaid and HIV
Julia C. Thome, Peter F. Rebeiro, Andrew J. Spieker +1
While a randomized control trial is considered the gold standard for estimating causal treatment effects, there are many research settings in which randomization is infeasible or u…