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On Quantiles Estimation Based on Stratified Sampling Using Multiplicative Bias Correction Approach

On Quantiles Estimation Based on Stratified Sampling Using Multiplicative Bias Correction Approach

In the context of stratified sampling, we develop a nonparametric regression technique to estimating finite population quantiles in modelā€based frameworks using a multiplicative bias correction strategy. Furthermore, the proposed estimatorā€™s asymptotic behavior is presented, and when certain conditions are met, the estimator is observed to be asymptotically unbiased and asymptotically ā€¦