Literature DB >> 24307887

ergm.userterms: A Template Package for Extending statnet.

David R Hunter1, Steven M Goodreau, Mark S Handcock.   

Abstract

Exponential-family random graph models (ERGMs) represent a powerful and flexible class of models for the statistical analysis of networks. statnet is a suite of software packages that implement these models. This paper details how the capabilities for ERGM modeling can be expanded and customized by programming additional network statistics that may be included in ERGMs. We describe a template R package called ergm.userterms that can be modified for this purpose. It is designed to make this process as straightforward as possible. We also explain some of the internal workings of statnet that will help users develop their own network analysis capabilities.

Entities:  

Keywords:  Markov chain Monte Carlo; exponential-family random graph model; maximum likelihood estimation; p-star model

Year:  2013        PMID: 24307887      PMCID: PMC3845520     

Source DB:  PubMed          Journal:  J Stat Softw        ISSN: 1548-7660            Impact factor:   6.992


  4 in total

1.  statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data.

Authors:  Mark S Handcock; David R Hunter; Carter T Butts; Steven M Goodreau; Martina Morris
Journal:  J Stat Softw       Date:  2008       Impact factor: 6.440

2.  A statnet Tutorial.

Authors:  Steven M Goodreau; Mark S Handcock; David R Hunter; Carter T Butts; Martina Morris
Journal:  J Stat Softw       Date:  2008-05       Impact factor: 6.440

3.  Specification of Exponential-Family Random Graph Models: Terms and Computational Aspects.

Authors:  Martina Morris; Mark S Handcock; David R Hunter
Journal:  J Stat Softw       Date:  2008       Impact factor: 6.440

4.  ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks.

Authors:  David R Hunter; Mark S Handcock; Carter T Butts; Steven M Goodreau; Martina Morris
Journal:  J Stat Softw       Date:  2008-05-01       Impact factor: 6.440

  4 in total
  3 in total

1.  Reconstructing Archaeological Networks with Structural Holes.

Authors:  Viviana Amati; Termeh Shafie; Ulrik Brandes
Journal:  J Archaeol Method Theory       Date:  2017-04-21

2.  Personality traits, self-efficacy, and friendship establishment: Group characteristics and network clustering of college students' friendships.

Authors:  Dongdong Yan; Xi Yang; Huanzhe Zhang
Journal:  Front Psychol       Date:  2022-09-02

3.  Doctors' Preferences in the Selection of Patients in Online Medical Consultations: An Empirical Study with Doctor-Patient Consultation Data.

Authors:  Yingjie Lu; Qian Wang
Journal:  Healthcare (Basel)       Date:  2022-07-30
  3 in total

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