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stat.ME2026
Design-Based Inference for the AUC with Complex Survey Data
Amaia Iparragirre, Thomas Lumley, Irantzu Barrio
Complex survey data are usually collected following complex sampling designs. Accounting for the sampling design is essential to obtain unbiased estimates and valid inferences when…
stat.ME2023★ 1 cited
Estimation of logistic regression parameters for complex survey data: a real data based simulation study
Amaia Iparragirre, Irantzu Barrio, Jorge Aramendi +1
In complex survey data, each sampled observation has assigned a sampling weight, indicating the number of units that it represents in the population. Whether sampling weights shoul…