Scholarlink

<p>It has been proven that ranked set sampling (RSS) is an efficient alternative of simple random sampling for estimating the population mean. But literature contains no estimation procedure for estimating the mean of a small domain under RSS. This article adapts the direct and synthetic mean, ratio, and power ratio estimators while proposing Searls power ratio estimators for domain mean under RSS. The properties of the adapted and suggested estimators are studied, and the analytical conditions for the suggested estimators are obtained. A comprehensive simulation study is executed to illustrate the analytical conditions. Further, a real-life application of the adapted and proposed estimators is illustrated utilizing the crop production data. At last, some suggestions are provided to survey statisticians.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Small area estimation under ranked set sampling: simulation and real life application with crop production data

  • 期刊论文

  • 发表日期：

    2025年10月8日

查看全文
  • Anoop Kumar,
  • Shashi Bhushan,
  • Rohini Pokhrel

摘要

It has been proven that ranked set sampling (RSS) is an efficient alternative of simple random sampling for estimating the population mean. But literature contains no estimation procedure for estimating the mean of a small domain under RSS. This article adapts the direct and synthetic mean, ratio, and power ratio estimators while proposing Searls power ratio estimators for domain mean under RSS. The properties of the adapted and suggested estimators are studied, and the analytical conditions for the suggested estimators are obtained. A comprehensive simulation study is executed to illustrate the analytical conditions. Further, a real-life application of the adapted and proposed estimators is illustrated utilizing the crop production data. At last, some suggestions are provided to survey statisticians.