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Robust network scale-up method estimators

delete2025-08-26
delete0
PRE
AI
S
Sergio Díaz-Aranda *
J
Juan Marcos Ramírez
S
Shenming Fu
R
Rosa E. Lillo
A
Antonio Fernández Anta
DOI：10.1016/j.socnet.2025.08.002delete
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Abstract

Abstract

En 中文
• We propose robust versions of the classical NSUM using location estimators. • Robust NSUM analysis in simulations of social networks and contamination scenarios. • The NSUM estimators are evaluated on datasets of COVID-19 and voting intentions.
Keywords:
Network scale-up method
Aggregated relational data
Robust estimators
Adaptive procedures
M-estimators

Journal

Social Networks cover
Social Networks
IF:
2.4
Papers:
126
Citations:
6.8K

Organization

U
uc3m-santander big data institute
Scholars:
2
Papers: 2
Citations: 0
I
imdea software institute
Scholars:
63
Papers: 45
Citations: 0
I
IMDEA Networks Institute
Scholars:
181
Papers: 205
Citations: 0
researcher View more organizations
Cited Papers

Cited Papers

A Sample Size Formula for Network Scale-up Studies
errSOCIOLOGICAL METHODS & RESEARCH
IF6.5
err2022-09-13
err0
PREAI
errJosephs, Nathaniel; Feehan, Dennis M.; Crawford, Forrest W.
errShare
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Kunke, J.P., Laga, I., Niu, X., McCormick, T.H., 2024. Comparing the robustness of simple network scale-up method (nsum) estimators. https://arxiv.org/abs/2303.07490, http://arxiv.org/abs/2303.07490[ arXiv:2303.07490].
err
IF0
err2024-04-14
err0
PREAI
errJessica P. Kunke; Ian Laga; Xiaoyue Niu; Tyler H. McCormick
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How many people do you know in prison?: Using overdispersion in count data to estimate social structure in networks
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2012-01-01
err139
errOAAI
errZheng, Tian; Salganik, Matthew J.; Gelman, Andrew
errShare
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Estimating abortion incidence using the network scale-up method
errDemographic Research
IF0
err2020-12-16
err0
errOAAI
errElizabeth Sully; Margaret Giorgio; Selena Anjur-Dietrich
errShare
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Improving the Network Scale-Up Estimator: Incorporating Means of Sums, Recursive Back Estimation, and Sampling Weights
errPLOS ONE
IF0
err2015-12-02
err0
errOAAI
errPatrick Habecker; Kirk Dombrowski; Bilal Khan
errShare
errSave
Estimating population size using the network scale up method
errThe Annals of Applied Statistics
IF0
err2015-09-01
err0
errOAAI
errRachael Maltiel; Adrian E. Raftery; Tyler H. McCormick; Aaron J. Baraff
errShare
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Generalizing the Network Scale-up Method
errSociological Methodology
IF0
err2016-09-20
err0
errOAAI
errDennis M. Feehan; Matthew J. Salganik
errShare
errSave
Díaz-Aranda, S., Aguilar, J., Ramírez, J.M., Rabanedo, D., Fernández-Anta, A., Lillo, R., 2024. Performance analysis of nsum estimators in social-network topologies. The American Statistician 0, 1–18. 10.1080/00031305.2024.2421361.
err
IF0
err2024-12-06
err0
PREAI
errSergio Díaz-Aranda; Jose Aguilar; Juan Marcos Ramírez; David Rabanedo; Antonio Fernández Anta; Rosa E. Lillo
errShare
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Ocagli, H., Azzolina, D., Lorenzoni, G., Gallipoli, S., Martinato, M., Acar, A.S., Berchialla, P., Gregori, D., Group, I.S., 2021. Using social networks to estimate the number of covid-19 cases: The incident (hidden covid-19 cases network estimation) study protocol. International Journal of Environmental Research and Public Health 18, 5713.
err
IF0
err2021-05-26
err0
PREAI
errHonoria Ocagli; Danila Azzolina; Giulia Lorenzoni; Silvia Gallipoli; Matteo Martinato; Aslihan Acar; Paola Berchialla; Dario Gregori
errShare
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Thirty Years of The Network Scale-up Method
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2021-07-21
err11
errOAAI
errLaga, Ian; Bao, Le; Niu, Xiaoyue
errShare
errSave
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