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Supervised network prediction for household statistics

delete2025-11-01
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PRE
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Li‐Chun Zhang *
DOI:10.1093/jrsssa/qnaf181delete
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摘要

摘要

En 中文
基于来自行政来源的相关数据,生成类似普查的家庭统计数据是可能的。然而,地址登记错误通常会带来偏差结果。在假设可以通过调查识别样本地址中的家庭的前提下,我们开发了一种针对样本外地址家庭的监督网络预测方法。一个基于挪威家庭登记处真实数据的案例应用,用于证明所提出的建模方法相较于现有实用替代方案的优势。
Keyword:
community detection
graph representation learning
network modelling
prediction accuracy
spectral embeddings

期刊

J
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
IF:
1.6
论文数:
183
被引数:
0

机构

U
University of Southampton
学者数:
735
论文数: 422
被引数: 1
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