Superpopulation model inference for non probability samples under informative sampling with high-dimensional data

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Communications in Statistics - Theory and Methods Pub Date : 2024-04-04 DOI:10.1080/03610926.2024.2335543

Zhan Liu, Dianni Wang, Yingli Pan

引用次数: 0

Abstract

Non probability samples have been widely used in various fields. However, non probability samples suffer from selection biases due to the unknown selection probabilities. Superpopulation model infe...

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高维数据信息抽样下非概率样本的超群模型推断

非概率样本已被广泛应用于各个领域。然而，由于选择概率未知，非概率样本存在选择偏差。超群模型可以推断出非概率样本的选择概率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Communications in Statistics - Theory and Methods 数学-统计学与概率论

CiteScore

2.00

自引率

12.50%

发文量

320

审稿时长

7.5 months

期刊介绍： The Theory and Methods series intends to publish papers that make theoretical and methodological advances in Probability and Statistics. New applications of statistical and probabilistic methods will also be considered for publication. In addition, special issues dedicated to a specific topic of current interest will also be published in this series periodically, providing an exhaustive and up-to-date review of that topic to the readership.