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Volumn 21, Issue 4, 2012, Pages 856-882

Computational statistical methods for social network models

Author keywords

Degeneracy; ERGM; Latent variables; MCMC MLE; Variational methods

Indexed keywords


EID: 84898866090     PISSN: 10618600     EISSN: 15372715     Source Type: Journal    
DOI: 10.1080/10618600.2012.732921     Document Type: Article
Times cited : (99)

References (111)
  • 4
    • 0001032085 scopus 로고
    • Informant Accuracy in Social Network Data IV
    • [860]
    • Bernard, H. R., Killworth, P. D., and Sailer, L. (1979), "Informant Accuracy in Social Network Data IV, " Social Networks, 2, 191-218. [860]
    • (1979) Social Networks , vol.2 , pp. 191-218
    • Bernard, H.R.1    Killworth, P.D.2    Sailer, L.3
  • 5
    • 0000913755 scopus 로고
    • Spatial Interaction and the Statistical Analysis of Lattice Systems
    • [861]
    • Besag, J. (1974), "Spatial Interaction and the Statistical Analysis of Lattice Systems, " Journal of the Royal Statistical Society, Series B, 36, 192-225. [861]
    • (1974) Journal of the Royal Statistical Society, Series B , vol.36 , pp. 192-225
    • Besag, J.1
  • 8
    • 0035995099 scopus 로고    scopus 로고
    • Statistical Inference for Stochastic Epidemics in PopulationsWith Network Structure
    • [860]
    • Britton, T., and O'Neill, P. D. (2002), "Statistical Inference for Stochastic Epidemics in PopulationsWith Network Structure, " Scandinavian Journal of Statistics, 29, 375-390. [860]
    • (2002) Scandinavian Journal of Statistics , vol.29 , pp. 375-390
    • Britton, T.1    O'Neill, P.D.2
  • 9
    • 0037403970 scopus 로고    scopus 로고
    • Network Inference, Error, and Informant (In)Accuracy: A Bayesian Approach
    • [860]
    • Butts, C. T. (2003), "Network Inference, Error, and Informant (In)Accuracy: A Bayesian Approach, " Social Networks, 25, 103-140. [860]
    • (2003) Social Networks , vol.25 , pp. 103-140
    • Butts, C.T.1
  • 10
    • 54049156450 scopus 로고    scopus 로고
    • A Relational Event Framework for Social Action
    • [859]
    • Butts, C. T. (2008), "A Relational Event Framework for Social Action, " Sociological Methodology, 38, 155-200. [859]
    • (2008) Sociological Methodology , vol.38 , pp. 155-200
    • Butts, C.T.1
  • 12
    • 79451473207 scopus 로고    scopus 로고
    • Bayesian Inference for Exponential Random Graph Models
    • [865]
    • Caimo, A., and Friel, N. (2011), "Bayesian Inference for Exponential Random Graph Models, " Social Networks, 33, 41-55. [865]
    • (2011) Social Networks , vol.33 , pp. 41-55
    • Caimo, A.1    Friel, N.2
  • 16
    • 84904879109 scopus 로고    scopus 로고
    • Technical Report, Los Angeles: Department of Statistics, University of California. [860]
    • Fellows, I., and Handcock, M. S. (2012), "Exponential-Family Random Network Models, " Technical Report, Los Angeles: Department of Statistics, University of California. [860]
    • (2012) Exponential-Family Random Network Models
    • Fellows, I.1    Handcock, M.S.2
  • 17
    • 84995047602 scopus 로고
    • Statistical Analysis of Change in Networks
    • [859]
    • Frank, O. (1991), "Statistical Analysis of Change in Networks, " Statistica Neerlandica, 45, 283-293. [859]
    • (1991) Statistica Neerlandica , vol.45 , pp. 283-293
    • Frank, O.1
  • 19
    • 78650377025 scopus 로고    scopus 로고
    • Likelihood Inference in Exponential Families and Directions of Recession
    • [874]
    • Geyer, C. J. (2009), "Likelihood Inference in Exponential Families and Directions of Recession, " Electronic Journal of Statistics, 3, 259-289. [874]
    • (2009) Electronic Journal of Statistics , vol.3 , pp. 259-289
    • Geyer, C.J.1
  • 20
    • 84905380543 scopus 로고    scopus 로고
    • Vienna, Austria: R Foundation for Statistical Computing. [874]
    • Geyer, C. J. (2012), R Package rcdd Version 1.1-7, Vienna, Austria: R Foundation for Statistical Computing. [874]
    • (2012) R Package rcdd Version 1.1-7
    • Geyer, C.J.1
  • 21
    • 0000051109 scopus 로고
    • Constrained Monte Carlo Maximum Likelihood for Dependent Data
    • [859,863,865]
    • Geyer, C. J., and Thompson, E. A. (1992), "Constrained Monte Carlo Maximum Likelihood for Dependent Data, " Journal of the Royal Statistical Society, Series B, 54, 657-699. [859,863,865]
    • (1992) Journal of the Royal Statistical Society, Series B , vol.54 , pp. 657-699
    • Geyer, C.J.1    Thompson, E.A.2
  • 22
    • 77949340082 scopus 로고    scopus 로고
    • Respondent-Driven Sampling: An Assessment of Current Methodology
    • [860]
    • Gile, K., and Handcock, M. (2010), "Respondent-Driven Sampling: An Assessment of Current Methodology, " Sociological Methodology, 40, 285-327. [860]
    • (2010) Sociological Methodology , vol.40 , pp. 285-327
    • Gile, K.1    Handcock, M.2
  • 24
    • 79959651471 scopus 로고    scopus 로고
    • Bayesian Inference for Contact Networks Given Epidemic Data
    • [860]
    • Groendyke, C., Welch, D., and Hunter, D. R. (2011), "Bayesian Inference for Contact Networks Given Epidemic Data, " Scandinavian Journal of Statistics, 38, 600-616. [860]
    • (2011) Scandinavian Journal of Statistics , vol.38 , pp. 600-616
    • Groendyke, C.1    Welch, D.2    Hunter, D.R.3
  • 25
    • 84866748157 scopus 로고    scopus 로고
    • A Network-Based Analysis of the 1861 Hagelloch Measles Data
    • [860]
    • Groendyke, C., Welch, D., and Hunter, D. R. (2012), "A Network-Based Analysis of the 1861 Hagelloch Measles Data, " Biometrics, 68, 755-765. [860]
    • (2012) Biometrics , vol.68 , pp. 755-765
    • Groendyke, C.1    Welch, D.2    Hunter, D.R.3
  • 26
    • 0033233838 scopus 로고    scopus 로고
    • Phase Transition in the the Random TriangleModel
    • [866]
    • Häggström, O., and Jonasson, J. (1999), "Phase Transition in the the Random TriangleModel, " Journal of Applied Probability, 36, 1101-1115. [866]
    • (1999) Journal of Applied Probability , vol.36 , pp. 1101-1115
    • Häggström, O.1    Jonasson, J.2
  • 27
    • 2442486856 scopus 로고    scopus 로고
    • Technical Report, Seattle, WA: Center for Statistics and the Social Sciences, University of Washington. Available at [863,866]
    • Handcock, M. (2003), "Assessing Degeneracy in Statistical Models of Social Networks, " Technical Report, Seattle, WA: Center for Statistics and the Social Sciences, University of Washington. Available at http://www.csss.washington.edu/Papers. [863,866]
    • (2003) Assessing Degeneracy in Statistical Models of Social Networks
    • Handcock, M.1
  • 30
  • 31
    • 23844534761 scopus 로고    scopus 로고
    • Random Effects Models for Network Data
    • eds. R. Breiger, K. Carley, and P. Pattison, Washington, DC: National Academies Press, [870]
    • Hoff, P. (2003), "Random Effects Models for Network Data, " in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers, eds. R. Breiger, K. Carley, and P. Pattison, Washington, DC: National Academies Press, pp. 303-312. [870]
    • (2003) Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers , pp. 303-312
    • Hoff, P.1
  • 32
    • 14944371662 scopus 로고    scopus 로고
    • Bilinear Mixed-Effects Models forDyadicData
    • [870,872]
    • Hoff, P. (2005), "Bilinear Mixed-Effects Models forDyadicData, " Journal of the American Statistical Association, 100, 286-295. [870,872]
    • (2005) Journal of the American Statistical Association , vol.100 , pp. 286-295
    • Hoff, P.1
  • 33
    • 70350087511 scopus 로고    scopus 로고
    • A Hiearchical Eigenmodel for Pooled Covariance Estimation
    • [870]
    • Hoff, P. (2009), "A Hiearchical Eigenmodel for Pooled Covariance Estimation, " Journal of the Royal Statistical Society, Series B, 71, 971-992. [870]
    • (2009) Journal of the Royal Statistical Society, Series B , vol.71 , pp. 971-992
    • Hoff, P.1
  • 37
    • 84925906263 scopus 로고
    • Social Structure as a Network Process
    • [858]
    • Holland, P. W., and Leinhardt, S. (1977b), "Social Structure as a Network Process, " Zeitschrift für Soziologie, 6, 386-402. [858]
    • (1977) Zeitschrift für Soziologie , vol.6 , pp. 386-402
    • Holland, P.W.1    Leinhardt, S.2
  • 38
    • 84950607156 scopus 로고
    • An Exponential Family of Probability Distributions for Directed Graphs
    • [861,870]
    • Holland, P. W., and Leinhardt, S. (1981), "An Exponential Family of Probability Distributions for Directed Graphs, " Journal of the American Statistical Association, 76, 33-65. [861,870]
    • (1981) Journal of the American Statistical Association , vol.76 , pp. 33-65
    • Holland, P.W.1    Leinhardt, S.2
  • 39
    • 84885085844 scopus 로고    scopus 로고
    • Improving Simulation-Based Algorithms for Fitting ERGMs
    • DOI: 10.1080/10618600.2012.679224. [864]
    • Hummel, R. M., Hunter, D. R., and Handcock, M. S. (2012), "Improving Simulation-Based Algorithms for Fitting ERGMs, " Journal of Computational and Graphical Statistics, 21, 920-939, DOI: 10.1080/10618600.2012.679224. [864]
    • (2012) Journal of Computational and Graphical Statistics , vol.21 , pp. 920-939
    • Hummel, R.M.1    Hunter, D.R.2    Handcock, M.S.3
  • 40
    • 1342332031 scopus 로고    scopus 로고
    • A Tutorial on MM Algorithms
    • [872]
    • Hunter, D., and Lange, K. (2004), "A Tutorial on MM Algorithms, " The American Statistician, 58, 30-38. [872]
    • (2004) The American Statistician , vol.58 , pp. 30-38
    • Hunter, D.1    Lange, K.2
  • 45
    • 0033236724 scopus 로고    scopus 로고
    • The Random Triangle Model
    • [866]
    • Jonasson, J. (1999), "The Random Triangle Model, " Journal of Applied Probability, 36, 852-876. [866]
    • (1999) Journal of Applied Probability , vol.36 , pp. 852-876
    • Jonasson, J.1
  • 48
    • 77950917036 scopus 로고    scopus 로고
    • Analysing Exponential Random Graph (p-star)Models With Missing Data Using Bayesian Data Augmentation
    • [860,865]
    • Koskinen, J. H., Robins, G. L., and Pattison, P. E. (2010), "Analysing Exponential Random Graph (p-star)Models With Missing Data Using Bayesian Data Augmentation, " Statistical Methodology, 7, 366-384. [860,865]
    • (2010) Statistical Methodology , vol.7 , pp. 366-384
    • Koskinen, J.H.1    Robins, G.L.2    Pattison, P.E.3
  • 50
    • 84875392760 scopus 로고    scopus 로고
    • Exponential-Family Models for Valued Networks
    • [861,866,874]
    • Krivitsky, P. N. (2012), "Exponential-Family Models for Valued Networks, " Electronic Journal of Statistics, 6, 1100-1128. [861,866,874]
    • (2012) Electronic Journal of Statistics , vol.6 , pp. 1100-1128
    • Krivitsky, P.N.1
  • 51
    • 45349094498 scopus 로고    scopus 로고
    • Fitting Position Latent Cluster Models for Social Networks With Latentnet
    • [874]
    • Krivitsky, P. N., and Handcock, M. S. (2008), "Fitting Position Latent Cluster Models for Social Networks With Latentnet, " Journal of Statistical Software, 24, 1-23. [874]
    • (2008) Journal of Statistical Software , vol.24 , pp. 1-23
    • Krivitsky, P.N.1    Handcock, M.S.2
  • 52
    • 84856309350 scopus 로고    scopus 로고
    • Technical Report, University Park, PA: Department of Statistics, Pennsylvania State University. [859]
    • Krivitsky, P. N., and Handcock, M. S. (2012), "A Separable Model for Dynamic Networks, " Technical Report, University Park, PA: Department of Statistics, Pennsylvania State University. [859]
    • (2012) A Separable Model for Dynamic Networks
    • Krivitsky, P.N.1    Handcock, M.S.2
  • 53
    • 67349200773 scopus 로고    scopus 로고
    • Representing Degree Distributions, Clustering, and Homophily in Social Networks With Latent Cluster Random Effects Models
    • [870,874]
    • Krivitsky, P. N., Handcock, M. S., Raftery, A. E., and Hoff, P. (2009), "Representing Degree Distributions, Clustering, and Homophily in Social Networks With Latent Cluster Random Effects Models, " Social Networks, 31, 204-213. [870,874]
    • (2009) Social Networks , vol.31 , pp. 204-213
    • Krivitsky, P.N.1    Handcock, M.S.2    Raftery, A.E.3    Hoff, P.4
  • 54
    • 84937285732 scopus 로고
    • Models for Network Dynamics: A Markovian Framework
    • [859]
    • Leenders, R. T. A. J. (1995), "Models for Network Dynamics: A Markovian Framework, " Journal of Mathematical Sociology, 20, 1-21. [859]
    • (1995) Journal of Mathematical Sociology , vol.20 , pp. 1-21
    • Leenders, R.T.A.J.1
  • 55
    • 77955369043 scopus 로고    scopus 로고
    • A Double Metropolis-Hastings Sampler for Spatial Models With Intractable Normalizing Constants
    • [866]
    • Liang, F. (2010), "A Double Metropolis-Hastings Sampler for Spatial Models With Intractable Normalizing Constants, " Journal of Statistical Computing and Simulation, 80, 1007-1022. [866]
    • (2010) Journal of Statistical Computing and Simulation , vol.80 , pp. 1007-1022
    • Liang, F.1
  • 56
    • 0002297105 scopus 로고
    • Conditional Logit Analysis of Qualitative Choice Behavior
    • ed. P. Zarembka, New York: Academic Press, [859]
    • McFadden, D. (1974), "Conditional Logit Analysis of Qualitative Choice Behavior, " in Frontiers in Econometrics, ed. P. Zarembka, New York: Academic Press, pp. 105-142. [859]
    • (1974) Frontiers in Econometrics , pp. 105-142
    • McFadden, D.1
  • 57
    • 0000883977 scopus 로고
    • AMethod of Simulated Moments for Estimation ofDiscrete ResponseModelsWithout Numerical Integration
    • [859]
    • McFadden, D. (1989), "AMethod of Simulated Moments for Estimation ofDiscrete ResponseModelsWithout Numerical Integration, " Econometrica, 57, 995-1026. [859]
    • (1989) Econometrica , vol.57 , pp. 995-1026
    • McFadden, D.1
  • 58
    • 33745612435 scopus 로고    scopus 로고
    • An Efficient Markov Chain Monte Carlo Method for Distributions With Intractable Normalising Constants
    • [865]
    • Møller, J., Pettitt, A. N., Reeves, R., and Berthelsen, K. K. (2006), "An Efficient Markov Chain Monte Carlo Method for Distributions With Intractable Normalising Constants, " Biometrika, 93, 451-458. [865]
    • (2006) Biometrika , vol.93 , pp. 451-458
    • Møller, J.1    Pettitt, A.N.2    Reeves, R.3    Berthelsen, K.K.4
  • 59
    • 45349086832 scopus 로고    scopus 로고
    • Specification of Exponential-Family Random Graph Models: Terms and Computational Aspects
    • [862]
    • Morris, M., Handcock, M. S., and Hunter, D. R. (2008), "Specification of Exponential-Family Random Graph Models: Terms and Computational Aspects, " Journal of Statistical Software, 24, 1-24. [862]
    • (2008) Journal of Statistical Software , vol.24 , pp. 1-24
    • Morris, M.1    Handcock, M.S.2    Hunter, D.R.3
  • 60
    • 59849083255 scopus 로고    scopus 로고
    • Ph.D. thesis, University College London, Available at [865]
    • Murray, I. (2007), "Advances in Markov Chain Monte Carlo Methods. " Ph.D. thesis, University College London, Available at http://www.cs.toronto.edu/murray/pub/. [865]
    • (2007) Advances in Markov Chain Monte Carlo Methods.
    • Murray, I.1
  • 62
  • 63
    • 84857075482 scopus 로고    scopus 로고
    • Long Range Search for Maximum Likelihood in Exponential Families
    • [863,864]
    • Okabayashi, S., and Geyer, C. J. (2012), "Long Range Search for Maximum Likelihood in Exponential Families, " Electronic Journal of Statistics, 6, 123-147. [863,864]
    • (2012) Electronic Journal of Statistics , vol.6 , pp. 123-147
    • Okabayashi, S.1    Geyer, C.J.2
  • 64
    • 0040884876 scopus 로고    scopus 로고
    • Logit Models and Logistic Regressions for Social Networks: II. Multivariate Relations
    • [862]
    • Pattison, P., and Wasserman, S. (1999), "Logit Models and Logistic Regressions for Social Networks: II. Multivariate Relations, " British Journal of Mathematical and Statistical Psychology, 52, 169-193. [862]
    • (1999) British Journal of Mathematical and Statistical Psychology , vol.52 , pp. 169-193
    • Pattison, P.1    Wasserman, S.2
  • 67
    • 84866401750 scopus 로고    scopus 로고
    • Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood
    • [872]
    • Raftery, A. E., Niu, X., Hoff, P. D., and Yeung, K. Y. (2012), "Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood, " Journal of Computational and Graphical Statistics, 21, 901-919. [872]
    • (2012) Journal of Computational and Graphical Statistics , vol.21 , pp. 901-919
    • Raftery, A.E.1    Niu, X.2    Hoff, P.D.3    Yeung, K.Y.4
  • 68
    • 77649102642 scopus 로고    scopus 로고
    • On the Geometry of Discrete Exponential Families With Application to Exponential Random Graph Models
    • [866]
    • Rinaldo, A., Fienberg, S. E., and Zhou, Y. (2009), "On the Geometry of Discrete Exponential Families With Application to Exponential Random Graph Models, " Electronic Journal of Statistics, 3, 446-484. [866]
    • (2009) Electronic Journal of Statistics , vol.3 , pp. 446-484
    • Rinaldo, A.1    Fienberg, S.E.2    Zhou, Y.3
  • 69
    • 80054109310 scopus 로고    scopus 로고
    • Department of Statistics, University of Oxford. Available at [859,860]
    • Ripley, R., Snijders, T. A. B., and Preciado, P. (2011), Manual for RSiena. Department of Statistics, University of Oxford. Available at www.stats.ox.ac.uk/∼snijders/siena/RSiena_Manual.pdf. [859,860]
    • (2011) Manual for RSiena.
    • Ripley, R.1    Snijders, T.A.B.2    Preciado, P.3
  • 70
    • 0033246124 scopus 로고    scopus 로고
    • Logit Models and Logistic Regressions for Social Networks, III. Valued Relations
    • [862]
    • Robins, G., Pattison, P., andWasserman, S. (1999), "Logit Models and Logistic Regressions for Social Networks, III. Valued Relations, " Psychometrika, 64, 371-394. [862]
    • (1999) Psychometrika , vol.64 , pp. 371-394
    • Robins, G.1    Pattison, P.2    Wasserman, S.3
  • 71
    • 0000016172 scopus 로고
    • A Stochastic Approximation Method
    • [859,863]
    • Robbins, H., and Monro, S. (1951), "A Stochastic Approximation Method, " Annals of Mathematical Statistics, 22, 400-407. [859,863]
    • (1951) Annals of Mathematical Statistics , vol.22 , pp. 400-407
    • Robbins, H.1    Monro, S.2
  • 72
    • 84865598238 scopus 로고    scopus 로고
    • Variational Bayesian Inference for the Latent Position Cluster Model for Network Data
    • [872]
    • Salter-Townshend, M., and Murphy, T. B. (2013), "Variational Bayesian Inference for the Latent Position Cluster Model for Network Data, " Computational Statistics & Data Analysis, 57, 661-671. [872]
    • (2013) Computational Statistics & Data Analysis , vol.57 , pp. 661-671
    • Salter-Townshend, M.1    Murphy, T.B.2
  • 74
    • 84855997865 scopus 로고    scopus 로고
    • Instability, Sensitivity, and Degeneracy of Discrete Exponential Families
    • [866]
    • Schweinberger, M. (2011), "Instability, Sensitivity, and Degeneracy of Discrete Exponential Families, " Journal of the American Statistical Association, 106, 1361-1370. [866]
    • (2011) Journal of the American Statistical Association , vol.106 , pp. 1361-1370
    • Schweinberger, M.1
  • 79
    • 9144259154 scopus 로고    scopus 로고
    • Settings in Social Networks: A Measurement Model
    • ed. R. M. Stolzenberg, Boston and Oxford: Basil Blackwell, chap. 10, [871]
    • Schweinberger, M., and Snijders, T. A. B. (2003), "Settings in Social Networks: A Measurement Model, " in Sociological Methodology, ed. R. M. Stolzenberg, Boston and Oxford: Basil Blackwell, vol. 33, chap. 10, pp. 307-341. [871]
    • (2003) Sociological Methodology , vol.33 , pp. 307-341
    • Schweinberger, M.1    Snijders, T.A.B.2
  • 80
    • 34147146466 scopus 로고    scopus 로고
    • Markov Models for Digraph Panel Data: Monte Carlo-Based Derivative Estimation
    • [859]
    • Schweinberger, M., and Snijders, T. A. B. (2007), "Markov Models for Digraph Panel Data: Monte Carlo-Based Derivative Estimation, " Computational Statistics & Data Analysis, 51, 4465-4483. [859]
    • (2007) Computational Statistics & Data Analysis , vol.51 , pp. 4465-4483
    • Schweinberger, M.1    Snijders, T.A.B.2
  • 82
    • 34247170538 scopus 로고    scopus 로고
    • Positional Estimation Within the Latent Space Model for Networks
    • [871]
    • Shortreed, S., Handcock, M., and Hoff, P. (2006), "Positional Estimation Within the Latent Space Model for Networks, " Methodology, 2, 24-33. [871]
    • (2006) Methodology , vol.2 , pp. 24-33
    • Shortreed, S.1    Handcock, M.2    Hoff, P.3
  • 83
    • 0035741510 scopus 로고    scopus 로고
    • The Statistical Evaluation of Social Network Dynamics
    • eds. M. Sobel and M. Becker, Boston and London: Basil Blackwell, [859,876]
    • Snijders, T. A. B. (2001), "The Statistical Evaluation of Social Network Dynamics, " in SociologicalMethodology, eds. M. Sobel and M. Becker, Boston and London: Basil Blackwell, pp. 361-395. [859,876]
    • (2001) SociologicalMethodology , pp. 361-395
    • Snijders, T.A.B.1
  • 84
    • 0003314308 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo Estimation of Exponential Random Graph Models
    • [863]
    • Snijders, T. A. B. (2002), "Markov Chain Monte Carlo Estimation of Exponential Random Graph Models, " Journal of Social Structure, 3, 1-40. [863]
    • (2002) Journal of Social Structure , vol.3 , pp. 1-40
    • Snijders, T.A.B.1
  • 86
    • 0031495186 scopus 로고    scopus 로고
    • Estimation and Prediction for Stochastic Blockmodels for Graphs With Latent Block Structure
    • [870]
    • Snijders, T. A. B., and Nowicki, K. (1997), "Estimation and Prediction for Stochastic Blockmodels for Graphs With Latent Block Structure, " Journal of Classification, 14, 75-100. [870]
    • (1997) Journal of Classification , vol.14 , pp. 75-100
    • Snijders, T.A.B.1    Nowicki, K.2
  • 89
    • 85145126144 scopus 로고    scopus 로고
    • Modeling the Co-Evolution of Networks and Behavior
    • eds. K. van Montfort, H. Oud, and A. Satorra, Mahwah, NJ: Lawrence Erlbaum, [860,876]
    • Snijders, T. A. B., Steglich, C. E. G., and Schweinberger, M. (2007), "Modeling the Co-Evolution of Networks and Behavior, " in Longitudinal Models in the Behavioral and Related Sciences, eds. K. van Montfort, H. Oud, and A. Satorra, Mahwah, NJ: Lawrence Erlbaum, pp. 41-71. [860,876]
    • (2007) Longitudinal Models in the Behavioral and Related Sciences , pp. 41-71
    • Snijders, T.A.B.1    Steglich, C.E.G.2    Schweinberger, M.3
  • 91
    • 73649133526 scopus 로고    scopus 로고
    • Introduction to Stochastic Actor-BasedModels for Network Dynamics
    • [867]
    • Snijders, T. A. B., van de Bunt, G., and Steglich, C. E. G. (2010), "Introduction to Stochastic Actor-BasedModels for Network Dynamics, " Social Networks, 32, 44-60. [867]
    • (2010) Social Networks , vol.32 , pp. 44-60
    • Snijders, T.A.B.1    van de Bunt, G.2    Steglich, C.E.G.3
  • 93
    • 0022904506 scopus 로고
    • On a General Class of Models for Interaction
    • [866]
    • Strauss, D. (1986), "On a General Class of Models for Interaction, " SIAM Review, 28, 513-527. [866]
    • (1986) SIAM Review , vol.28 , pp. 513-527
    • Strauss, D.1
  • 95
    • 11844285672 scopus 로고    scopus 로고
    • A Bayesian Approach to Modeling Stochastic Blockstructures With Covariates
    • [870]
    • Tallberg, C. (2005), "A Bayesian Approach to Modeling Stochastic Blockstructures With Covariates, " Journal of Mathematical Sociology, 29, 1-23. [870]
    • (2005) Journal of Mathematical Sociology , vol.29 , pp. 1-23
    • Tallberg, C.1
  • 96
    • 56649083458 scopus 로고    scopus 로고
    • A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models
    • [863]
    • van Duijn, M., Gile, K., and Handcock, M. (2009), "A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models, " Social Networks, 31, 52-62. [863]
    • (2009) Social Networks , vol.31 , pp. 52-62
    • van Duijn, M.1    Gile, K.2    Handcock, M.3
  • 97
    • 0003318861 scopus 로고
    • Estimation of a Random Effects Model for Directed Graphs
    • eds. T. A. B. Snijders, B. Engel, J. C. Van Houwelingen, A. Keen, G. J. Stemerdink, and M. Verbeek, Groningen, The Netherlands: IEC ProGAMMA, [869,870]
    • van Duijn, M. A. J. (1995), "Estimation of a Random Effects Model for Directed Graphs, " in Toeval Zit Overal: Programmatuur Voor Random-Coëffciënt Modellen, eds. T. A. B. Snijders, B. Engel, J. C. Van Houwelingen, A. Keen, G. J. Stemerdink, and M. Verbeek, Groningen, The Netherlands: IEC ProGAMMA, pp. 113-131. [869,870]
    • (1995) Toeval Zit Overal: Programmatuur Voor Random-Coëffciënt Modellen , pp. 113-131
    • van Duijn, M.A.J.1
  • 98
    • 1842832863 scopus 로고    scopus 로고
    • P2: A Random Effects ModelWith Covariates for Directed Graphs
    • [869,870]
    • van Duijn, M. A. J., Snijders, T. A. B., and Zijlstra, B. J. H. (2004), "P2: A Random Effects ModelWith Covariates for Directed Graphs, " Statistica Neerlandica, 58, 234-254. [869,870]
    • (2004) Statistica Neerlandica , vol.58 , pp. 234-254
    • van Duijn, M.A.J.1    Snijders, T.A.B.2    Zijlstra, B.J.H.3
  • 103
    • 0039575527 scopus 로고
    • Ph.D. thesis, Department of Statistics, University of Harvard. [858]
    • Wasserman, S. (1977), "Stochastic Models for Directed Graphs, " Ph.D. thesis, Department of Statistics, University of Harvard. [858]
    • (1977) Stochastic Models for Directed Graphs
    • Wasserman, S.1
  • 104
    • 0039695663 scopus 로고
    • A Stochastic Model for Directed Graphs With Transition Rates Determined by Reciprocity
    • ed. K.F. Schuessler, San Francisco, CA: Jossey-Bass, [858]
    • Wasserman, S. (1979), "A Stochastic Model for Directed Graphs With Transition Rates Determined by Reciprocity, " in Sociological Methodology, ed. K.F. Schuessler, San Francisco, CA: Jossey-Bass, pp. 392-412. [858]
    • (1979) Sociological Methodology , pp. 392-412
    • Wasserman, S.1
  • 107
    • 0030491229 scopus 로고    scopus 로고
    • Logit Models and Logistic Regression for Social Networks: I. An Introduction to Markov Graphs and p*
    • [861]
    • Wasserman, S., and Pattison, P. (1996), "Logit Models and Logistic Regression for Social Networks: I. An Introduction to Markov Graphs and p*, " Psychometrika, 61, 401-425. [861]
    • (1996) Psychometrika , vol.61 , pp. 401-425
    • Wasserman, S.1    Pattison, P.2
  • 108
    • 79955952786 scopus 로고    scopus 로고
    • A Mixed Effects Model for Longitudinal Relational and Network Data, With Applications to International Trade and Conflict
    • [859]
    • Westveld, A., and Hoff, P. (2011), "A Mixed Effects Model for Longitudinal Relational and Network Data, With Applications to International Trade and Conflict, " Annals of Applied Statistics, 5, 843-872. [859]
    • (2011) Annals of Applied Statistics , vol.5 , pp. 843-872
    • Westveld, A.1    Hoff, P.2
  • 109
    • 57749196720 scopus 로고    scopus 로고
    • Learning Hidden Curved Exponential Random Graph Models to Infer Face-to-Face Interaction Networks From Situated Speech Data
    • [860,868]
    • Wyatt, D., Choudhury, T., and Bilmes, J. (2008), "Learning Hidden Curved Exponential Random Graph Models to Infer Face-to-Face Interaction Networks From Situated Speech Data, " in Proceedings of the 23rd AAAI Conference on Artificial Intelligence, pp. 732-738. [860,868]
    • (2008) Proceedings of the 23rd AAAI Conference on Artificial Intelligence , pp. 732-738
    • Wyatt, D.1    Choudhury, T.2    Bilmes, J.3
  • 110
    • 78751704008 scopus 로고    scopus 로고
    • Strategies for Online Inference of Model-Based Clustering in Large and Growing Networks
    • [872]
    • Zanghi, H., Picard, F., Miele, V., and Ambroise, C. (2010), "Strategies for Online Inference of Model-Based Clustering in Large and Growing Networks, " Annals of Applied Statistics, 4, 687-714. [872]
    • (2010) Annals of Applied Statistics , vol.4 , pp. 687-714
    • Zanghi, H.1    Picard, F.2    Miele, V.3    Ambroise, C.4


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