M. K. Verma

A robust population mean estimation method in stratified sampling using auxiliary attributes under real and simulated populations

This study proposes a novel improved ratio-type estimator for efficient estimation of the population mean in stratified sampling by integrating auxiliary attribute information through a unified nonlinear framework. Unlike conventional ratio, product, and exponential-type estimators, the proposed estimator combines thes...