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Hi.  I’m looking for articles on how to handle missing data in network research.  How should network measures be modified?  What good ways are there of imputing values for the missing data?  Thanks in advance.
Phillip Bonacich
Professor Emeritus of Sociology
University of California, Los Angeles

some more:

Gill, Jeff and John R. Freeman (2013). Dynamic elicited priors for updating covert networks. Network Science, 1, pp 6894 doi:10.1017/nws.2012.6

Handcock, M. S., & Gile, K. J. (2010). Modeling social networks from sampled data. Annals of Applied Statistics, 4, 5–25.

Koskinen, Johan H., Garry L. Robins, and Philippa E. Pattison. "Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation." Statistical Methodology 7.3 (2010): 366-384.

Koskinen, Johan, G. Robins, and P. Pattison. "Missing data in social networks: Problems and prospects for model-based inference." MelNet Social Networks Laboratory Technical Report (2011): 08-03.

Kossinets, G. (2006). Effects of missing data in social networks. Social Networks, 28, 247–268.
Rhodes, C. J., and P. Jones. "Inferring missing links in partially observed social networks." Journal of the operational research society 60.10 (2009): 1373-1383.

Stork, Diana, and William D. Richards. "Nonrespondents in Communication Network Studies Problems and Possibilities." Group & Organization Management 17.2 (1992): 193-209.

Peter Carrington

-------- Original Message --------
Subject: Re: miissing data in networks
Date: Thu, 17 Apr 2014 23:31:05 +0200
From: Anja Znidarsic <[log in to unmask]>
Reply-To: <[log in to unmask]>
To: <[log in to unmask]>

Dear Prof. Bonachic,

Few papers on how to handle missinga data in social network research:
Anja Znidarsic
Assistant Professor of Quantitative Methods
University of Maribor, Slovenia

From:        Phillip Bonacich <[log in to unmask]>
To:        [log in to unmask]
Date:        17.04.2014 23:14
Subject:        [SOCNET] miissing data in networks
Sent by:        Social Networks Discussion Forum <[log in to unmask]>

Professor Peter J. Carrington
Editor, Canadian Journal of Criminology and Criminal Justice
Department of Sociology and Legal Studies
University of Waterloo
Waterloo, Ontario, Canada N2L 3G1
email: [log in to unmask]
phone: +1 519 888 4567 ext. 33961
fax:   +1 519 743 1126
URL:   http://sociology.uwaterloo.ca/peter_carrington.html
CJCCJ home pages:
http://www.ccja-acjp.ca/en/cjc.html and
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