Presentation of the model.

<div><p>This study investigates the determination of stratification points for two study variables within the framework of simple random sampling, with a focus on estimating the population mean using a closely related auxiliary variable. Employing a superpopulation model, the research ai...

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Bibliographic Details
Main Author:	Faizan Danish (21410790) (author)
Published:	2025
Subjects:	Genetics Biotechnology Cancer Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified updated stratifyr package survey designs constrained survey &# 8217 standard power distributions simulation studies confirm simple random sampling real data set probability density function minimize overall variance matches existing methods higher relative efficiency efficient sample sizes deriving simplified equations comparative analysis reveals approach consistently outperforms achieving optimal osb ss poses challenges newly developed method population mean using population parameter estimation parameter estimation population models proposed approach parameter estimates osb ), calculating osb mean texture mean radius mean perimeter xlink "> valuable contribution superpopulation model study proposes study investigates stratification points stratification leads robust methodology research aims lingo software limited budgets leveraging knowledge improved accuracy estimated based categorizing variables
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Presentation of the model.

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