Author

M. K. Verma

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Review Open access Oct 2026

Estimation of population mean using multivariate stratified sampling: an analysis of child mortality and parental education

Accurate estimation of population means is an important objective in survey sampling, as it provides reliable information for decision-making and policy formulation. To improve estimation efficiency, this study proposes a new estimator for the population mean in stratified random sampling by incorporating two auxilia...

M. K. Verma, Saif Ali Khan · Health Services & Outcomes R... · 0 citations

Open access Sep 2026

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...

M. K. Verma, Saif Ali Khan · Advanced Modeling and Simula... · 0 citations