Performance Analysis of NSUM Estimators in Social-Network Topologies

IF 1.8 4区 数学 Q1 STATISTICS & PROBABILITY American Statistician Pub Date : 2024-10-29 DOI:10.1080/00031305.2024.2421361
Sergio Díaz-Aranda, Jose Aguilar, Juan Marcos Ramírez, David Rabanedo, Antonio Fernández Anta, Rosa E. Lillo
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Abstract

The Network Scale-up Methods (NSUM) are methods to estimate unknown populations based on indirect surveys in which the participants provide information about aggregated data of their acquaintances....
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社交网络拓扑中 NSUM 估算器的性能分析
网络扩展方法(NSUM)是基于间接调查估计未知人口的方法,在间接调查中,参与者提供其熟人的综合数据信息....。
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
American Statistician
American Statistician 数学-统计学与概率论
CiteScore
3.50
自引率
5.60%
发文量
64
审稿时长
>12 weeks
期刊介绍: Are you looking for general-interest articles about current national and international statistical problems and programs; interesting and fun articles of a general nature about statistics and its applications; or the teaching of statistics? Then you are looking for The American Statistician (TAS), published quarterly by the American Statistical Association. TAS contains timely articles organized into the following sections: Statistical Practice, General, Teacher''s Corner, History Corner, Interdisciplinary, Statistical Computing and Graphics, Reviews of Books and Teaching Materials, and Letters to the Editor.
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Causal Inference with Complex Surveys: A Unified Perspective on Sample Selection and Exposure Selection Performance Analysis of NSUM Estimators in Social-Network Topologies Cross-validatory Z-Residual for Diagnosing Shared Frailty Models A Pareto tail plot without moment restrictions Sparse-group boosting: Unbiased group and variable selection
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