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Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood1

Network models are widely used in social sciences and genome sciences. The latent space model proposed by (Hoff et al. 2002), and extended by (Handcock et al. 2007) to incorporate clustering, provides a visually interpretable model-based spatial representation of relational data and takes account of...

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Bibliographische Detailangaben
Veröffentlicht in:J Comput Graph Stat
Hauptverfasser: Raftery, Adrian E., Niu, Xiaoyue, Hoff, Peter D., Yeung, Ka Yee
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5001802/
https://ncbi.nlm.nih.gov/pubmed/27570438
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2012.679240
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