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Volumn 33, Issue 3, 2011, Pages 231-243

The network autocorrelation model using two-mode data: Affiliation exposure and potential bias in the autocorrelation parameter

Author keywords

Affiliation exposure; Autocorrelation parameter; Biasness; Network autocorrelation model; Network exposure model; Simulation; Two mode network data

Indexed keywords


EID: 79960991316     PISSN: 03788733     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.socnet.2011.06.001     Document Type: Article
Times cited : (42)

References (73)
  • 1
    • 34547776325 scopus 로고    scopus 로고
    • Choices of theatre events: p* model for affiliation networks with attributes
    • Agneessens F., Roose H., Waege H. Choices of theatre events: p* model for affiliation networks with attributes. Metodoloski zvezki 2004, 1(2):419-439.
    • (2004) Metodoloski zvezki , vol.1 , Issue.2 , pp. 419-439
    • Agneessens, F.1    Roose, H.2    Waege, H.3
  • 4
    • 0025620895 scopus 로고
    • Some robust approaches to testing and estimation in spatial econometrics
    • Anselin L. Some robust approaches to testing and estimation in spatial econometrics. Regional Science and Urban Economics 1990, 20:141-163.
    • (1990) Regional Science and Urban Economics , vol.20 , pp. 141-163
    • Anselin, L.1
  • 5
    • 0002109406 scopus 로고
    • Technique for analyzing overlapping memberships
    • Bonacich P. Technique for analyzing overlapping memberships. Sociological Methodology 1972, 4:176-185.
    • (1972) Sociological Methodology , vol.4 , pp. 176-185
    • Bonacich, P.1
  • 6
    • 84925914359 scopus 로고
    • Using boolean algebra to analyze overlapping memberships
    • Bonacich P. Using boolean algebra to analyze overlapping memberships. Sociological Methodology 1978, 9:101-115.
    • (1978) Sociological Methodology , vol.9 , pp. 101-115
    • Bonacich, P.1
  • 7
    • 0001195362 scopus 로고
    • Simultaneous group and individual centralities
    • Bonacich P. Simultaneous group and individual centralities. Social Networks 1991, 13(2):155-168.
    • (1991) Social Networks , vol.13 , Issue.2 , pp. 155-168
    • Bonacich, P.1
  • 8
    • 0002671922 scopus 로고
    • Regular blockmodels of multiway, multimode matrices
    • Borgatti S.P., Everett M.G. Regular blockmodels of multiway, multimode matrices. Social Networks 1992, 14:91-120.
    • (1992) Social Networks , vol.14 , pp. 91-120
    • Borgatti, S.P.1    Everett, M.G.2
  • 10
    • 84959830077 scopus 로고
    • The duality of persons and groups
    • Breiger R.L. The duality of persons and groups. Social Forces 1974, 53(2):181-190.
    • (1974) Social Forces , vol.53 , Issue.2 , pp. 181-190
    • Breiger, R.L.1
  • 11
    • 84936628790 scopus 로고
    • Social contagion and innovation: cohesion versus structural equivalence
    • Burt R.S. Social contagion and innovation: cohesion versus structural equivalence. American Journal of Sociology 1987, 92:1287-1335.
    • (1987) American Journal of Sociology , vol.92 , pp. 1287-1335
    • Burt, R.S.1
  • 12
    • 45349108231 scopus 로고    scopus 로고
    • Social Network Analysis with sna
    • Butts C.T. Social Network Analysis with sna. Journal of Statistical Software 2008, 24(6):1-51.
    • (2008) Journal of Statistical Software , vol.24 , Issue.6 , pp. 1-51
    • Butts, C.T.1
  • 13
    • 0037673076 scopus 로고    scopus 로고
    • The moderation of adolescent-to-peer similarity in tobacco and alcohol use by school levels of substance use
    • Cleveland H.H., Wiebe R.P. The moderation of adolescent-to-peer similarity in tobacco and alcohol use by school levels of substance use. Child Development 2003, 74(1):279-291.
    • (2003) Child Development , vol.74 , Issue.1 , pp. 279-291
    • Cleveland, H.H.1    Wiebe, R.P.2
  • 14
    • 19844374788 scopus 로고    scopus 로고
    • Sources of exposure to smoking and drinking friends among adolescents: a behavioral-genetic evaluation
    • Cleveland H.H., Wiebe R.P., Rowe D.C. Sources of exposure to smoking and drinking friends among adolescents: a behavioral-genetic evaluation. The Jounial of Genetic Psychology 2005, 166(2):153-169.
    • (2005) The Jounial of Genetic Psychology , vol.166 , Issue.2 , pp. 153-169
    • Cleveland, H.H.1    Wiebe, R.P.2    Rowe, D.C.3
  • 15
    • 79961010410 scopus 로고    scopus 로고
    • The small world network structure of boards of directors. from SSRN preprint.
    • Conyon, M.J., Muldoom, M.R., 2004. The small world network structure of boards of directors. from SSRN preprint. http://ssrn.com/abstract=546963.
    • (2004)
    • Conyon, M.J.1    Muldoom, M.R.2
  • 16
    • 0036719556 scopus 로고    scopus 로고
    • Academic and health-related trajectories in adolescence: the intersection of gender and athletics
    • Crosnoe R. Academic and health-related trajectories in adolescence: the intersection of gender and athletics. Journal of Health and Social Behavior 2002, 43:317-335.
    • (2002) Journal of Health and Social Behavior , vol.43 , pp. 317-335
    • Crosnoe, R.1
  • 17
    • 33645902185 scopus 로고    scopus 로고
    • The connection between academic failure and adolescent drinking in secondary school
    • Crosnoe R. The connection between academic failure and adolescent drinking in secondary school. Sociology of Education 2006, 79(1):44-60.
    • (2006) Sociology of Education , vol.79 , Issue.1 , pp. 44-60
    • Crosnoe, R.1
  • 18
    • 2442420239 scopus 로고    scopus 로고
    • Peer context and the consequences of adolescent drinking
    • Crosnoe R., Muller C., Frank K. Peer context and the consequences of adolescent drinking. Social Problems 2004, 51(2):288-304.
    • (2004) Social Problems , vol.51 , Issue.2 , pp. 288-304
    • Crosnoe, R.1    Muller, C.2    Frank, K.3
  • 20
    • 0033147919 scopus 로고    scopus 로고
    • The money centre cannot hold: commercial banks in the U.S. system of corporate governance
    • Davis G.F., Mizruchi M.S. The money centre cannot hold: commercial banks in the U.S. system of corporate governance. Administrative Science Quarterly 1999, 44:215-239.
    • (1999) Administrative Science Quarterly , vol.44 , pp. 215-239
    • Davis, G.F.1    Mizruchi, M.S.2
  • 21
    • 84970411407 scopus 로고
    • Linear models with spatially distributed data
    • Doreian P. Linear models with spatially distributed data. Sociological Methods and Research 1980, 9:29-60.
    • (1980) Sociological Methods and Research , vol.9 , pp. 29-60
    • Doreian, P.1
  • 22
    • 0000398613 scopus 로고
    • On the evolution of group and network structure
    • Doreian P. On the evolution of group and network structure. Social Networks 1980, 2:235-252.
    • (1980) Social Networks , vol.2 , pp. 235-252
    • Doreian, P.1
  • 23
    • 0001738330 scopus 로고
    • Estimating linear models with spatially distributed data
    • Jossey-Bass, San Francisco, S. Leinhardt (Ed.)
    • Doreian P. Estimating linear models with spatially distributed data. Sociological Methodology 1981, 359-388. Jossey-Bass, San Francisco. S. Leinhardt (Ed.).
    • (1981) Sociological Methodology , pp. 359-388
    • Doreian, P.1
  • 24
    • 0003309977 scopus 로고
    • Network autocorrelation models: problems and prospects
    • Institute of Mathematical Geography, Ann Arbor
    • Doreian P. Network autocorrelation models: problems and prospects. Spatial Statistics: Past, Present, and Future, Monograph 1990, vol. 12:369-389. Institute of Mathematical Geography, Ann Arbor.
    • (1990) Spatial Statistics: Past, Present, and Future, Monograph , vol.12 , pp. 369-389
    • Doreian, P.1
  • 25
    • 1842711871 scopus 로고    scopus 로고
    • Generalized blockmodeling of twomode network data
    • Doreian P., Batagelj V., Ferligoj A. Generalized blockmodeling of twomode network data. Social Networks 2004, 26:29-53.
    • (2004) Social Networks , vol.26 , pp. 29-53
    • Doreian, P.1    Batagelj, V.2    Ferligoj, A.3
  • 27
    • 84970532844 scopus 로고
    • A bi-parametric approach to network autocorrelation: Galton's problem
    • Dow M.M. A bi-parametric approach to network autocorrelation: Galton's problem. Sociological Methods and Research 1984, 13:201-217.
    • (1984) Sociological Methods and Research , vol.13 , pp. 201-217
    • Dow, M.M.1
  • 28
    • 35148899272 scopus 로고    scopus 로고
    • Galton's problem as multiple network autocorrelation effects: cultural trait transmission and ecological constraint
    • Dow M.M. Galton's problem as multiple network autocorrelation effects: cultural trait transmission and ecological constraint. Cross-Cultural Research 2007, 41(4):336-363.
    • (2007) Cross-Cultural Research , vol.41 , Issue.4 , pp. 336-363
    • Dow, M.M.1
  • 29
    • 53349127089 scopus 로고    scopus 로고
    • Network autocorrelation regression with binary and ordinal depedent variables
    • Dow M.M. Network autocorrelation regression with binary and ordinal depedent variables. Cross-Cultural Research 2008, 42(4):394-419.
    • (2008) Cross-Cultural Research , vol.42 , Issue.4 , pp. 394-419
    • Dow, M.M.1
  • 31
    • 0002556030 scopus 로고
    • Network autocorrelation: a simulation study of a foundational problem in regression and survey research
    • Dow M.M., Burton M.L., White D.R. Network autocorrelation: a simulation study of a foundational problem in regression and survey research. Social Networks 1982, 4:169-200.
    • (1982) Social Networks , vol.4 , pp. 169-200
    • Dow, M.M.1    Burton, M.L.2    White, D.R.3
  • 32
    • 0031116726 scopus 로고    scopus 로고
    • Centrality in affiliation networks
    • Faust K. Centrality in affiliation networks. Social Networks 1997, 19:157-191.
    • (1997) Social Networks , vol.19 , pp. 157-191
    • Faust, K.1
  • 34
    • 0036278392 scopus 로고    scopus 로고
    • Scaling and statistical models for affiliation networks: patterns of participation among Soviet politicians during the Brezhne era
    • Faust K., Willert K.E., Rowlee D.D., Skovretz J. Scaling and statistical models for affiliation networks: patterns of participation among Soviet politicians during the Brezhne era. Social Networks 2002, 24:231-259.
    • (2002) Social Networks , vol.24 , pp. 231-259
    • Faust, K.1    Willert, K.E.2    Rowlee, D.D.3    Skovretz, J.4
  • 36
    • 32544437794 scopus 로고    scopus 로고
    • Identifying positions from affiliation networks: preserving the duality of people and events
    • Field S., Frank K.A.S.K., Riegle-Crumba C., Mullera C. Identifying positions from affiliation networks: preserving the duality of people and events. Social Networks 2006, 28:97-123.
    • (2006) Social Networks , vol.28 , pp. 97-123
    • Field, S.1    Frank, K.A.S.K.2    Riegle-Crumba, C.3    Mullera, C.4
  • 38
    • 85050714893 scopus 로고
    • Using Galois lattices to represent network data
    • Freeman L.C., White D.R. Using Galois lattices to represent network data. Sociological Methodology 1993, 23:127-146.
    • (1993) Sociological Methodology , vol.23 , pp. 127-146
    • Freeman, L.C.1    White, D.R.2
  • 39
    • 79960987132 scopus 로고    scopus 로고
    • forthcoming. Network method of measuring affiliation-based peer influence: assessing the influences on teammates smokers on adolescent smoking. Child Development.
    • Fujimoto, K., Unger, J., Valente, T.W. forthcoming. Network method of measuring affiliation-based peer influence: assessing the influences on teammates smokers on adolescent smoking. Child Development.
    • Fujimoto, K.1    Unger, J.2    Valente, T.W.3
  • 40
    • 84977363017 scopus 로고
    • The analysis of spatial association by use of distance statistics
    • Getis A., Ord J.K. The analysis of spatial association by use of distance statistics. Geographical Analysis 1992, 24:189-206.
    • (1992) Geographical Analysis , vol.24 , pp. 189-206
    • Getis, A.1    Ord, J.K.2
  • 42
    • 34748916520 scopus 로고    scopus 로고
    • Adolescent smoking networks: the effects of influence and selection on future smoking
    • Hall J.A., Valente T.W. Adolescent smoking networks: the effects of influence and selection on future smoking. Addictive Behaviors 2007, 32(12):3054-3059.
    • (2007) Addictive Behaviors , vol.32 , Issue.12 , pp. 3054-3059
    • Hall, J.A.1    Valente, T.W.2
  • 43
    • 0035226794 scopus 로고    scopus 로고
    • Delinquent peers revisited: does network structure matter?
    • Haynie D.L. Delinquent peers revisited: does network structure matter?. American Journal of Sociology 2001, 106(4):1013-1057.
    • (2001) American Journal of Sociology , vol.106 , Issue.4 , pp. 1013-1057
    • Haynie, D.L.1
  • 44
    • 0004138857 scopus 로고
    • McGraw-Hill, New York
    • Johnston J. Econometric Methods 1984, McGraw-Hill, New York. 2nd ed., International Student Edition ed.
    • (1984) Econometric Methods
    • Johnston, J.1
  • 45
    • 0032373368 scopus 로고    scopus 로고
    • A generalized two-stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances
    • Kelejian H., Prucha I. A generalized two-stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances. Journal of Real Estate Finance and Economics 1998, 17:99-121.
    • (1998) Journal of Real Estate Finance and Economics , vol.17 , pp. 99-121
    • Kelejian, H.1    Prucha, I.2
  • 46
    • 84936824488 scopus 로고
    • On the large-sample estimation of regression models with spatialor network-effects terms: a two-stage least squares approach
    • Blackwell, Oxford, UK, P. Marsden (Ed.)
    • Land K., Deane G. On the large-sample estimation of regression models with spatialor network-effects terms: a two-stage least squares approach. Sociological Methodology 1992, 221-248. Blackwell, Oxford, UK. P. Marsden (Ed.).
    • (1992) Sociological Methodology , pp. 221-248
    • Land, K.1    Deane, G.2
  • 47
    • 38349107283 scopus 로고    scopus 로고
    • Basic notions for the analysis of large two-mode networks
    • Latapy M., Magnien C., Vecchio N.D. Basic notions for the analysis of large two-mode networks. Social Networks 2008, 30:31-48.
    • (2008) Social Networks , vol.30 , pp. 31-48
    • Latapy, M.1    Magnien, C.2    Vecchio, N.D.3
  • 48
    • 0036173585 scopus 로고    scopus 로고
    • Modeling social influence through network autocorrelation: constructing the weight matrix
    • Leenders R.A.J. Modeling social influence through network autocorrelation: constructing the weight matrix. Social Networks 2002, 24:21-47.
    • (2002) Social Networks , vol.24 , pp. 21-47
    • Leenders, R.A.J.1
  • 49
    • 0000064189 scopus 로고    scopus 로고
    • Bayesian estimation of spatial autoregressive models
    • LeSage J.P. Bayesian estimation of spatial autoregressive models. International Regional Science Review 1997, 20:113-129.
    • (1997) International Regional Science Review , vol.20 , pp. 113-129
    • LeSage, J.P.1
  • 51
    • 0000175313 scopus 로고
    • Hypernetwork sampling: duality and differentiation among voluntary organizations
    • McPherson J.M. Hypernetwork sampling: duality and differentiation among voluntary organizations. Social Networks 1982, 3:225-249.
    • (1982) Social Networks , vol.3 , pp. 225-249
    • McPherson, J.M.1
  • 52
    • 0001427167 scopus 로고    scopus 로고
    • What do interlocks do? An analysis, critique, and assessment of research on interlocking directorates
    • Mizruchi M.S. What do interlocks do? An analysis, critique, and assessment of research on interlocking directorates. Annual Review of Sociology 1996, 22:271-298.
    • (1996) Annual Review of Sociology , vol.22 , pp. 271-298
    • Mizruchi, M.S.1
  • 53
    • 44649177511 scopus 로고    scopus 로고
    • The effect of density on the level of bias in the network autocorrelation model
    • Mizruchi M.S., Neuman E.J. The effect of density on the level of bias in the network autocorrelation model. Social Networks 2008, 30:190-200.
    • (2008) Social Networks , vol.30 , pp. 190-200
    • Mizruchi, M.S.1    Neuman, E.J.2
  • 54
    • 77956937219 scopus 로고    scopus 로고
    • Structure and bias in the network autocorrelation model
    • Neuman E.J., Mizruchi M.S. Structure and bias in the network autocorrelation model. Social Networks 2010, 32:290-300.
    • (2010) Social Networks , vol.32 , pp. 290-300
    • Neuman, E.J.1    Mizruchi, M.S.2
  • 55
    • 0035420724 scopus 로고    scopus 로고
    • Clustering an preferential attachment in growing networks
    • 025102-025101-025104
    • Newman M.E.J. Clustering an preferential attachment in growing networks. Physical Review E 2001, 64. 025102-025101-025104.
    • (2001) Physical Review E , vol.64
    • Newman, M.E.J.1
  • 56
    • 0035395881 scopus 로고    scopus 로고
    • Scientific collaboration networks. I. Network construction and fundamental results
    • Newman M.E.J. Scientific collaboration networks. I. Network construction and fundamental results. Physical Review E 2001, 64:016131.
    • (2001) Physical Review E , vol.64 , pp. 016131
    • Newman, M.E.J.1
  • 57
    • 0042635247 scopus 로고    scopus 로고
    • Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality
    • Newman M.E.J. Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. Physical Review E 2001, 64:016132.
    • (2001) Physical Review E , vol.64 , pp. 016132
    • Newman, M.E.J.1
  • 58
    • 0035420732 scopus 로고    scopus 로고
    • Random graphs with arbitrary degree distributions and their applications
    • 026118-026111-026117
    • Newman M.E.J., Strogatz S.H., Watts D.J. Random graphs with arbitrary degree distributions and their applications. Physical Review E 2001, 64. 026118-026111-026117.
    • (2001) Physical Review E , vol.64
    • Newman, M.E.J.1    Strogatz, S.H.2    Watts, D.J.3
  • 59
    • 0037133227 scopus 로고    scopus 로고
    • Random graph models of social networks
    • Newman M.E.J., Watts D.J., Strogatz S.H. Random graph models of social networks. PNAS 2002, 99(Suppl. 1):2566-2572.
    • (2002) PNAS , vol.99 , Issue.SUPPL. 1 , pp. 2566-2572
    • Newman, M.E.J.1    Watts, D.J.2    Strogatz, S.H.3
  • 60
    • 84950640386 scopus 로고
    • Estimation methods for models of spatial interaction
    • Ord K. Estimation methods for models of spatial interaction. Journal of the American Statistical Association 1975, 70:120-126.
    • (1975) Journal of the American Statistical Association , vol.70 , pp. 120-126
    • Ord, K.1
  • 61
    • 52049084119 scopus 로고    scopus 로고
    • Weight matrices for social influence analysis: an investigation of measurement errors and their effect on model identification and estimation quality
    • Paez A., Darren S.M., Volz E. Weight matrices for social influence analysis: an investigation of measurement errors and their effect on model identification and estimation quality. Social Networks 2008, 30:309-317.
    • (2008) Social Networks , vol.30 , pp. 309-317
    • Paez, A.1    Darren, S.M.2    Volz, E.3
  • 62
    • 0002814368 scopus 로고    scopus 로고
    • Correspondence analysis of two-mode network data
    • Roberts J.M. Correspondence analysis of two-mode network data. Social Networks 2000, 22:65-72.
    • (2000) Social Networks , vol.22 , pp. 65-72
    • Roberts, J.M.1
  • 63
    • 11844289886 scopus 로고    scopus 로고
    • Small worlds among interlocking directors: network structure and distance in bipartite graphs
    • Robins G., Alexander M. Small worlds among interlocking directors: network structure and distance in bipartite graphs. Computational & Mathematical Organization Theory 2004, 10:69-94.
    • (2004) Computational & Mathematical Organization Theory , vol.10 , pp. 69-94
    • Robins, G.1    Alexander, M.2
  • 64
    • 27844537881 scopus 로고    scopus 로고
    • Epistemic communities: description and hierarchic categorization
    • Roth C., Bourgine P. Epistemic communities: description and hierarchic categorization. Mathematical Population Studies 2005, 12(2):107-130.
    • (2005) Mathematical Population Studies , vol.12 , Issue.2 , pp. 107-130
    • Roth, C.1    Bourgine, P.2
  • 65
    • 0033472473 scopus 로고    scopus 로고
    • Logit models for affiliation networks
    • Skovretz J., Faust K. Logit models for affiliation networks. Sociological Methodology 1999, 29:253-280.
    • (1999) Sociological Methodology , vol.29 , pp. 253-280
    • Skovretz, J.1    Faust, K.2
  • 66
    • 44649178811 scopus 로고    scopus 로고
    • Aggregation bias in maximum likelihood estimation of spatial autoregressive processes
    • Macmillan, New York, A. Getis, J. Mur, H. Zoller (Eds.)
    • Smith T.E. Aggregation bias in maximum likelihood estimation of spatial autoregressive processes. Spatial Econometrics and Spatial Statistics 2004, 53-88. Macmillan, New York. A. Getis, J. Mur, H. Zoller (Eds.).
    • (2004) Spatial Econometrics and Spatial Statistics , pp. 53-88
    • Smith, T.E.1
  • 67
    • 67650181984 scopus 로고    scopus 로고
    • Estimation bias in spatial models with strongly connected weight matrices
    • Smith T.E. Estimation bias in spatial models with strongly connected weight matrices. Geographical Analysis 2009, 41(3):307-332.
    • (2009) Geographical Analysis , vol.41 , Issue.3 , pp. 307-332
    • Smith, T.E.1
  • 70
    • 34249016142 scopus 로고    scopus 로고
    • Network models and methods for studying the diffusion of innovations
    • Cambridge University Press, New York, P.J. Carrington, J. Scott, S. Wasserman (Eds.)
    • Valente T.W. Network models and methods for studying the diffusion of innovations. Models and Methods in Social Network Analysis: Structural Analysis in the Social Sciences 2005, 98-116. Cambridge University Press, New York. P.J. Carrington, J. Scott, S. Wasserman (Eds.).
    • (2005) Models and Methods in Social Network Analysis: Structural Analysis in the Social Sciences , pp. 98-116
    • Valente, T.W.1
  • 71
    • 56649106473 scopus 로고    scopus 로고
    • Exponential random graph (p Wang P., Sharpe K., Rob) models for affiliation networks
    • Wang P., Sharpe K., Robins G., Pattison P. Exponential random graph (p Wang P., Sharpe K., Rob) models for affiliation networks. Social Networks 2009, 31(1):12-25.
    • (2009) Social Networks , vol.31 , Issue.1 , pp. 12-25
    • Wang, P.1    Sharpe, K.2    Robins, G.3    Pattison, P.4
  • 73
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of small-world networks
    • Watts D.J., Strogatz S.H. Collective dynamics of small-world networks. Nature 1998, 393:440-442.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2


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