Literature DB >> 18612375

A statnet Tutorial.

Steven M Goodreau1, Mark S Handcock, David R Hunter, Carter T Butts, Martina Morris.   

Abstract

The statnet suite of R packages contains a wide range of functionality for the statistical analysis of social networks, including the implementation of exponential-family random graph (ERG) models. In this paper we illustrate some of the functionality of statnet through a tutorial analysis of a friendship network of 1,461 adolescents.

Year:  2008        PMID: 18612375      PMCID: PMC2443947     

Source DB:  PubMed          Journal:  J Stat Softw        ISSN: 1548-7660            Impact factor:   6.440


  6 in total

1.  Curved Exponential Family Models for Social Networks.

Authors:  David R Hunter
Journal:  Soc Networks       Date:  2007-03

2.  Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks.

Authors:  Steven M Goodreau; James A Kitts; Martina Morris
Journal:  Demography       Date:  2009-02

3.  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

4.  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

5.  Advances in Exponential Random Graph (p*) Models Applied to a Large Social Network.

Authors:  Steven M Goodreau
Journal:  Soc Networks       Date:  2007-05

6.  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

  6 in total
  51 in total

1.  Protein structure networks provide insight into active site flexibility in esterase/lipases from the carnivorous plant Drosera capensis.

Authors:  Vy T Duong; Megha H Unhelkar; John E Kelly; Suhn H Kim; Carter T Butts; Rachel W Martin
Journal:  Integr Biol (Camb)       Date:  2018-12-19       Impact factor: 2.192

2.  NetCoMi: network construction and comparison for microbiome data in R.

Authors:  Stefanie Peschel; Christian L Müller; Erika von Mutius; Anne-Laure Boulesteix; Martin Depner
Journal:  Brief Bioinform       Date:  2021-07-20       Impact factor: 11.622

3.  Statistical inference to advance network models in epidemiology.

Authors:  David Welch; Shweta Bansal; David R Hunter
Journal:  Epidemics       Date:  2011-01-28       Impact factor: 4.396

4.  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

5.  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

6.  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

7.  Analyzing Policy Networks Using Valued Exponential Random Graph Models: Do Government-Sponsored Collaborative Groups Enhance Organizational Networks?

Authors:  Tyler A Scott
Journal:  Policy Stud J       Date:  2015-07-14

8.  A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models.

Authors:  Marijtje A J van Duijn; Krista J Gile; Mark S Handcock
Journal:  Soc Networks       Date:  2009-01

9.  Microbial Community Structure and Function Decoupling Across a Phosphorus Gradient in Streams.

Authors:  Erick S LeBrun; Ryan S King; Jeffrey A Back; Sanghoon Kang
Journal:  Microb Ecol       Date:  2017-07-18       Impact factor: 4.552

10.  Assessing the Impact of De Novo Social Ties within Health Intervention Settings: New Questions for Health Behavior Intervention Research.

Authors:  Eric Tesdahl; Sabina B Gesell
Journal:  Clin Transl Sci       Date:  2015-11-18       Impact factor: 4.689

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.