IEEE - Institute of Electrical and Electronics Engineers, Inc. - Missing Network Data A Comparison of Different Imputation Methods

2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)

Author(s): Robert W. Krause ; Mark Huisman ; Christian Steglich ; Tom A.B. Snijders
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2018
Conference Location: Barcelona, Spain
Conference Date: 28 August 2018
Page(s): 159 - 163
ISBN (Electronic): 978-1-5386-6051-5
ISSN (Electronic): 2473-991X
DOI: 10.1109/ASONAM.2018.8508716
Regular:

This paper compares several imputation methods for missing data in network analysis on a diverse set of simulated networks under several missing data mechanisms. Previous work has highlighted the... View More

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