메뉴 건너뛰기




Volumn 33, Issue 1, 2011, Pages 41-55

Bayesian inference for exponential random graph models

Author keywords

Exponential random graph models; Markov chain Monte Carlo; Social network analysis

Indexed keywords


EID: 79451473207     PISSN: 03788733     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.socnet.2010.09.004     Document Type: Article
Times cited : (199)

References (37)
  • 2
    • 0036964474 scopus 로고    scopus 로고
    • Approximate Bayesian computation in population genetics
    • Beaumont M.A., Zhang W., Balding D.J. Approximate Bayesian computation in population genetics. Genetics 2002, 162:2025-2035.
    • (2002) Genetics , vol.162 , pp. 2025-2035
    • Beaumont, M.A.1    Zhang, W.2    Balding, D.J.3
  • 3
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems (with discussion)
    • Besag J.E. Spatial interaction and the statistical analysis of lattice systems (with discussion). Journal of the Royal Statistical Society, Series B 1974, 36:192-236.
    • (1974) Journal of the Royal Statistical Society, Series B , vol.36 , pp. 192-236
    • Besag, J.E.1
  • 9
    • 79451469101 scopus 로고    scopus 로고
    • Assessing degeneracy in statistical models of social networks. Working Paper no. 39. Center for Statistics and the Social Sciences, University of Washington
    • Handcock, M.S., 2003. Assessing degeneracy in statistical models of social networks. Working Paper no. 39. Center for Statistics and the Social Sciences, University of Washington.
    • (2003)
    • Handcock, M.S.1
  • 13
    • 84950607156 scopus 로고
    • An exponential family of probability distributions for directed graphs (with discussion)
    • Holland P.W., Leinhardt S. An exponential family of probability distributions for directed graphs (with discussion). Journal of the American Statistical Association 1981, 76:33-65.
    • (1981) Journal of the American Statistical Association , vol.76 , pp. 33-65
    • Holland, P.W.1    Leinhardt, S.2
  • 16
    • 79451470858 scopus 로고    scopus 로고
    • Bayesian analysis of exponential random graphs-estimation of parameters and model selection. Research Report 2004:2. Department of Statistics, Stockholm University
    • Koskinen, J.H., 2004. Bayesian analysis of exponential random graphs-estimation of parameters and model selection. Research Report 2004:2. Department of Statistics, Stockholm University.
    • (2004)
    • Koskinen, J.H.1
  • 17
    • 79451469555 scopus 로고    scopus 로고
    • The linked importance sampler auxiliary variable metropolis Hastings algorithm for distributions with intractable normalising constants. MelNet Social Networks Laboratory Technical Report 08-01. Department of Psychology, School of Behavioural Science, University of Melbourne, Australia
    • Koskinen, J.H., 2008. The linked importance sampler auxiliary variable metropolis Hastings algorithm for distributions with intractable normalising constants. MelNet Social Networks Laboratory Technical Report 08-01. Department of Psychology, School of Behavioural Science, University of Melbourne, Australia.
    • (2008)
    • Koskinen, J.H.1
  • 18
    • 77950917036 scopus 로고    scopus 로고
    • Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation. Statistical Methodology 7
    • Koskinen, J.H., Robins, G.L., Pattison, P.E., 2010. Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation. Statistical Methodology 7, 366-384.
    • (2010) , pp. 366-384
    • Koskinen, J.H.1    Robins, G.L.2    Pattison, P.E.3
  • 21
    • 33745612435 scopus 로고    scopus 로고
    • An efficient Markov chain Monte Carlo method for distributions with intractable normalising constants
    • Møller J., Pettitt A.N., Reeves R., Berthelsen K.K. An efficient Markov chain Monte Carlo method for distributions with intractable normalising constants. Biometrika 2006, 93:451-458.
    • (2006) Biometrika , vol.93 , pp. 451-458
    • Møller, J.1    Pettitt, A.N.2    Reeves, R.3    Berthelsen, K.K.4
  • 22
    • 45349086832 scopus 로고    scopus 로고
    • Specification of exponential-family random graph models: terms and computational aspects
    • Morris M., Handcock M.S., Hunter D.R. Specification of exponential-family random graph models: terms and computational aspects. Journal of Statistical Software 2008, 24.
    • (2008) Journal of Statistical Software , vol.24
    • Morris, M.1    Handcock, M.S.2    Hunter, D.R.3
  • 25
    • 84939129511 scopus 로고
    • Robust action and the rise of the Medici, 1400-1434
    • Padgett J.F., Ansell C.K. Robust action and the rise of the Medici, 1400-1434. American Journal of Sociology 1993, 98:1259-1319.
    • (1993) American Journal of Sociology , vol.98 , pp. 1259-1319
    • Padgett, J.F.1    Ansell, C.K.2
  • 26
    • 0005193926 scopus 로고    scopus 로고
    • Exactly sampling with coupled Markov chains and applications to statistical mechanics
    • Propp J.G., Wilson D.B. Exactly sampling with coupled Markov chains and applications to statistical mechanics. Random Structures and Algorithms 1996, 9:223-252.
    • (1996) Random Structures and Algorithms , vol.9 , pp. 223-252
    • Propp, J.G.1    Wilson, D.B.2
  • 27
    • 77649102642 scopus 로고    scopus 로고
    • On the geometry of descrete exponential random families with application to exponential random graph models
    • Rinaldo A., Fienberg S.E., Zhou Y. On the geometry of descrete exponential random families with application to exponential random graph models. Electronic Journal of Statistics 2009, 3:446-484.
    • (2009) Electronic Journal of Statistics , vol.3 , pp. 446-484
    • Rinaldo, A.1    Fienberg, S.E.2    Zhou, Y.3
  • 29
    • 34147137805 scopus 로고    scopus 로고
    • An introduction to exponential random graph models for social networks
    • Robins G., Pattison P., Kalish Y., Lusher D. An introduction to exponential random graph models for social networks. Social Networks 2007, 29:169-348.
    • (2007) Social Networks , vol.29 , pp. 169-348
    • Robins, G.1    Pattison, P.2    Kalish, Y.3    Lusher, D.4
  • 30
    • 34147152799 scopus 로고    scopus 로고
    • Recent developments in exponential random graph (p*) models for social networks
    • Robins G., Snijders T., Wang P., Handcock M., Pattison P. Recent developments in exponential random graph (p*) models for social networks. Social Networks 2007, 29:192-215.
    • (2007) Social Networks , vol.29 , pp. 192-215
    • Robins, G.1    Snijders, T.2    Wang, P.3    Handcock, M.4    Pattison, P.5
  • 31
    • 79451475834 scopus 로고
    • A Novitiate in a Period of Change. An Experimental and Case Study of Social Relationships. Ph.D. Thesis. Cornell University
    • Sampson, S.F. (1968). A Novitiate in a Period of Change. An Experimental and Case Study of Social Relationships. Ph.D. Thesis. Cornell University.
    • (1968)
    • Sampson, S.F.1
  • 34
    • 57849128804 scopus 로고    scopus 로고
    • Differential Evolution Markov Chain with snooker updater and fewer chains
    • ter Braak C.J., Vrugt J.A. Differential Evolution Markov Chain with snooker updater and fewer chains. Statistics and Computing 2008, 18:435-446.
    • (2008) Statistics and Computing , vol.18 , pp. 435-446
    • ter Braak, C.J.1    Vrugt, J.A.2
  • 36
    • 56649083458 scopus 로고    scopus 로고
    • A framework for the comparison of maximum pseudo-likelihood and maximum likelihood estimation of exponential family random graph models
    • van Duijn M.A.J., Gile K.J., Handcock M.S. A framework for the comparison of maximum pseudo-likelihood and maximum likelihood estimation of exponential family random graph models. Social Networks 2009, 31:52-62.
    • (2009) Social Networks , vol.31 , pp. 52-62
    • van Duijn, M.A.J.1    Gile, K.J.2    Handcock, M.S.3
  • 37
    • 0030491229 scopus 로고    scopus 로고
    • Logit models and logistic regression for social networks: I. An introduction to Markov graphs and p*
    • Wasserman S., Pattison P. Logit models and logistic regression for social networks: I. An introduction to Markov graphs and p*. Psycometrica 1996, 61:401-425.
    • (1996) Psycometrica , vol.61 , pp. 401-425
    • Wasserman, S.1    Pattison, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.