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大数据背景下平台类企业开展抽样调查的应用研究

石峻驿   

  1. 北京师范大学统计学院, 北京 100875
  • 出版日期:2021-12-28 发布日期:2021-12-28

石峻驿. 大数据背景下平台类企业开展抽样调查的应用研究[J]. 系统科学与数学, 2022, 42(1): 100-108.

SHI Junyi. The Application of the Sampling Survey for the Platform Enterprises Under the Background of Big Data[J]. Journal of Systems Science and Mathematical Sciences, 2022, 42(1): 100-108.

The Application of the Sampling Survey for the Platform Enterprises Under the Background of Big Data

SHI Junyi   

  1. School of Statistics, Beijing Normal University, Beijing 100875
  • Online:2021-12-28 Published:2021-12-28
大数据背景下, 对于抽样调查的必要性和重要性, 目前还 存在一定争论. 文章定义了两种类型的大数据场景, 一种是现有数据量 海量的情况;另一种是现有抽样框名录海量的情况. 对于抽样框名录海量 的情况下, 抽样调查既必要又重要. 文章基于某平台类企业的海量抽样框 名录, 对该平台类企业关心的问题采用目录抽样的方法进行抽样调查研究, 并考虑 了样本轮换情况下样本量分配、目标量估计与评估等问题, 为今后其他类似的抽样 调查应用提供一个有益的借鉴.
Under the background of big data, there still exists certain controversy over the necessity and significance of sampling surveys. This article defines two types of big data scenarios: one is the situation of the existing massive amount of data; the other is the situation of the existing massive sampling frame directory. In the case of massive sampling frame directories, sampling surveys are both necessary and important. Based on a massive sampling frame directory of a platform company, this article uses catalog sampling to conduct a sample survey study over the issues that the platform company is concerned about, and considers sample size allocation, target volume estimation and evaluation in the case of sample rotation, to try to provide a useful reference for future similar sampling survey applications.
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