메뉴 건너뛰기




Volumn 11, Issue 1, 2017, Pages 427-455

Inference for social network models from egocentrically sampled data, with application to understanding persistent racial disparities in HIV prevalence in the US

Author keywords

Egocentrically sampled data; ERGM; Pseudo maximum likelihood; Pseudolikelihood; Random graph; Social network

Indexed keywords


EID: 85017306471     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/16-AOAS1010     Document Type: Article
Times cited : (75)

References (67)
  • 3
    • 0000601258 scopus 로고
    • On the variances of asymptotically normal estimators from complex surveys
    • MR0731144
    • BINDER, D. A. (1983). On the variances of asymptotically normal estimators from complex surveys. Int. Stat. Rev. 51 279–292. MR0731144
    • (1983) Int. Stat. Rev , vol.51 , pp. 279-292
    • Binder, D.A.1
  • 5
    • 0002083048 scopus 로고
    • Network items and the general social survey
    • BURT, R. S. (1984). Network items and the general social survey. Soc. Netw. 6 293–339.
    • (1984) Soc. Netw , vol.6 , pp. 293-339
    • Burt, R.S.1
  • 6
    • 45349108231 scopus 로고    scopus 로고
    • Social network analysis with sna
    • BUTTS, C. T. (2008). Social network analysis with sna. J. Stat. Softw. 24 1–51.
    • (2008) J. Stat. Softw , vol.24 , pp. 1-51
    • Butts, C.T.1
  • 9
    • 0002178053 scopus 로고
    • Bias reduction of maximum likelihood estimates
    • FIRTH, D. (1993). Bias reduction of maximum likelihood estimates. Biometrika 80 27–38.
    • (1993) Biometrika , vol.80 , pp. 27-38
    • Firth, D.1
  • 12
    • 0000051109 scopus 로고
    • Constrained Monte Carlo maximum likelihood for dependent data (With discussion)
    • MR1185217
    • GEYER, C. J. and THOMPSON, E. A. (1992). Constrained Monte Carlo maximum likelihood for dependent data (with discussion). J. Roy. Statist. Soc. Ser. B 54 657–699. MR1185217
    • (1992) J. Roy. Statist. Soc. Ser. B , vol.54 , pp. 657-699
    • Geyer, C.J.1    Thompson, E.A.2
  • 15
    • 65449129981 scopus 로고    scopus 로고
    • Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks
    • GOODREAU, S. M., KITTS, J. A. and MORRIS, M. (2009). Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks. Demography 46 103–125.
    • (2009) Demography , vol.46 , pp. 103-125
    • Goodreau, S.M.1    Kitts, J.A.2    Morris, M.3
  • 16
    • 84859729459 scopus 로고    scopus 로고
    • Concurrent partnerships, acute infection and HIV epidemic dynamics among young adults in Zimbabwe
    • GOODREAU, S., CASSELS, S., KASPRZYK, D., MONTAÑO, D., GREEK, A. and MORRIS, M. (2012). Concurrent partnerships, acute infection and HIV epidemic dynamics among young adults in Zimbabwe. AIDS Behav. 16 1–11.
    • (2012) AIDS Behav , vol.16 , pp. 1-11
    • Goodreau, S.1    Cassels, S.2    Kasprzyk, D.3    Montaño, D.4    Greek, A.5    Morris, M.6
  • 17
    • 0024817947 scopus 로고
    • Networks of sexual contacts: Implications for the pattern of spread of HIV
    • GUPTA, S., ANDERSON, R. M. and MAY, R. M. (1989). Networks of sexual contacts: Implications for the pattern of spread of HIV. AIDS 3 807–818.
    • (1989) AIDS , vol.3 , pp. 807-818
    • Gupta, S.1    Anderson, R.M.2    May, R.M.3
  • 18
    • 84870283922 scopus 로고
    • Comment on an essay on the logical foundations of survey sampling by Basu, Debabrata
    • (V. P. Godambe and D. A. Sprott, eds.). René Descartes Foundation, Holt McDougal, Dept. Statistics, Univ. Waterloo, Ont., Canada, March 31 to April 9, 1970
    • HÁJEK, J. (1971). Comment on an essay on the logical foundations of survey sampling by Basu, Debabrata. In Foundations of Statistical Inference: Proceedings of the Symposium on the Foundations of Statistical Inference (V. P. Godambe and D. A. Sprott, eds.). René Descartes Foundation, Holt McDougal, Dept. Statistics, Univ. Waterloo, Ont., Canada, March 31 to April 9, 1970.
    • (1971) Foundations of Statistical Inference: Proceedings of the Symposium on the Foundations of Statistical Inference
    • Hájek, J.1
  • 19
    • 33846093106 scopus 로고    scopus 로고
    • Sexual and drug behavior patterns and HIV and STD racial disparities: The need for new directions
    • HALLFORS, D. D., IRITANI, B. J., MILLER, W. C. and BAUER, D. J. (2007). Sexual and drug behavior patterns and HIV and STD racial disparities: The need for new directions. Am. J. Public Health 97 125–132.
    • (2007) Am. J. Public Health , vol.97 , pp. 125-132
    • Hallfors, D.D.1    Iritani, B.J.2    Miller, W.C.3    Bauer, D.J.4
  • 20
    • 77955658126 scopus 로고    scopus 로고
    • Consistency of self-reported sexual behavior in surveys
    • HAMILTON, D. T. and MORRIS, M. (2010). Consistency of self-reported sexual behavior in surveys. Arch. Sex. Behav. 39 842–860.
    • (2010) Arch. Sex. Behav , vol.39 , pp. 842-860
    • Hamilton, D.T.1    Morris, M.2
  • 21
    • 84870257663 scopus 로고    scopus 로고
    • Modeling social networks from sampled data
    • MR2758082
    • HANDCOCK, M. S. and GILE, K. J. (2010). Modeling social networks from sampled data. Ann. Appl. Stat. 4 5–25. MR2758082
    • (2010) Ann. Appl. Stat , vol.4 , pp. 5-25
    • Handcock, M.S.1    Gile, K.J.2
  • 23
    • 84885085844 scopus 로고    scopus 로고
    • Improving simulation-based algorithms for fitting ERGMs
    • MR3005804
    • HUMMEL, R. M., HUNTER, D. R. and HANDCOCK, M. S. (2012). Improving simulation-based algorithms for fitting ERGMs. J. Comput. Graph. Statist. 21 920–939. MR3005804
    • (2012) J. Comput. Graph. Statist , vol.21 , pp. 920-939
    • Hummel, R.M.1    Hunter, D.R.2    Handcock, M.S.3
  • 25
    • 33749665991 scopus 로고    scopus 로고
    • Inference in curved exponential family models for networks
    • MR2291264
    • HUNTER, D. R. and HANDCOCK, M. S. (2006). Inference in curved exponential family models for networks. J. Comput. Graph. Statist. 15 565–583. MR2291264
    • (2006) J. Comput. Graph. Statist , vol.15 , pp. 565-583
    • Hunter, D.R.1    Handcock, M.S.2
  • 26
    • 45349102044 scopus 로고    scopus 로고
    • Ergm: A package to fit, simulate and diagnose exponential-family models for networks
    • HUNTER, D. R., HANDCOCK, M. S., BUTTS, C. T., GOODREAU, S. M. and MORRIS, M. (2008b). ergm: A package to fit, simulate and diagnose exponential-family models for networks. J. Stat. Softw. 24 1–29.
    • (2008) J. Stat. Softw , vol.24 , pp. 1-29
    • Hunter, D.R.1    Handcock, M.S.2    Butts, C.T.3    Goodreau, S.M.4    Morris, M.5
  • 27
    • 84872387933 scopus 로고    scopus 로고
    • Estimating network properties from snowball sampled data
    • ILLENBERGER, J. and FLÖTTERÖ, G. (2012). Estimating network properties from snowball sampled data. Soc. Netw. 34 701–711.
    • (2012) Soc. Netw , vol.34 , pp. 701-711
    • Illenberger, J.1    Flötterö, G.2
  • 28
    • 77950917036 scopus 로고    scopus 로고
    • Analysing exponential random graph (P-star) models with missing data using Bayesian data augmentation
    • 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. Stat. Methodol. 7 366–384.
    • (2010) Stat. Methodol , vol.7 , pp. 366-384
    • Koskinen, J.H.1    Robins, G.L.2    Pattison, P.E.3
  • 31
    • 79955583510 scopus 로고    scopus 로고
    • Adjusting for network size and composition effects in exponential-family random graph models
    • KRIVITSKY, P. N., HANDCOCK, M. S. and MORRIS, M. (2011). Adjusting for network size and composition effects in exponential-family random graph models. Stat. Methodol. 8 319–339.
    • (2011) Stat. Methodol , vol.8 , pp. 319-339
    • Krivitsky, P.N.1    Handcock, M.S.2    Morris, M.3
  • 32
    • 84930889619 scopus 로고    scopus 로고
    • On the question of effective sample size in network modeling: An asymptotic inquiry
    • MR3353102
    • KRIVITSKY, P. N. and KOLACZYK, E. D. (2015). On the question of effective sample size in network modeling: An asymptotic inquiry. Statist. Sci. 30 184–198. MR3353102
    • (2015) Statist. Sci , vol.30 , pp. 184-198
    • Krivitsky, P.N.1    Kolaczyk, E.D.2
  • 34
    • 0003834839 scopus 로고
    • Univ. Chicago and National Opinion Research Center [producer], Chicago, IL, USA. 1995. Inter-university Consortium for Political and Social Research [distributor], Ann Arbor, MI, USA. 2008-04-17
    • LAUMANN, E. O., GAGNON, J. H., MICHAEL, R. T. and MICHAELS, S. (1992). National health and social life survey. Univ. Chicago and National Opinion Research Center [producer], Chicago, IL, USA. 1995. Inter-university Consortium for Political and Social Research [distributor], Ann Arbor, MI, USA. 2008-04-17. DOI:10.3886/ICPSR06647.
    • (1992) National Health and Social Life Survey
    • Laumann, E.O.1    Gagnon, J.H.2    Michael, R.T.3    Michaels, S.4
  • 36
    • 0002270170 scopus 로고
    • Models and methods for characterizing the structural parameters of groups
    • MARSDEN, P. V. (1981). Models and methods for characterizing the structural parameters of groups. Soc. Netw. 3 1–27.
    • (1981) Soc. Netw , vol.3 , pp. 1-27
    • Marsden, P.V.1
  • 37
    • 84936823713 scopus 로고
    • Core discussion networks of Americans
    • MARSDEN, P. V. (1987). Core discussion networks of Americans. Am. Sociol. Rev. 52 122–131.
    • (1987) Am. Sociol. Rev , vol.52 , pp. 122-131
    • Marsden, P.V.1
  • 39
    • 0026318922 scopus 로고
    • A log-linear modeling framework for selective mixing
    • MORRIS, M. (1991). A log-linear modeling framework for selective mixing. Math. Biosci. 107 349–377.
    • (1991) Math. Biosci , vol.107 , pp. 349-377
    • Morris, M.1
  • 40
    • 21144470599 scopus 로고
    • Epidemiology and social networks: Modeling structured diffusion
    • MORRIS, M. (1993a). Epidemiology and social networks: Modeling structured diffusion. Sociol. Methods Res. 22 99–126.
    • (1993) Sociol. Methods Res , vol.22 , pp. 99-126
    • Morris, M.1
  • 41
    • 0027377742 scopus 로고
    • Telling tails explain the discrepancy in sexual partner reports
    • MORRIS, M. (1993b). Telling tails explain the discrepancy in sexual partner reports. Nature 365 437–440.
    • (1993) Nature , vol.365 , pp. 437-440
    • Morris, M.1
  • 42
    • 0031002324 scopus 로고    scopus 로고
    • Concurrent partnerships and the spread of HIV
    • MORRIS, M. and KRETZSCHMAR, M. (1997). Concurrent partnerships and the spread of HIV. AIDS 11 641–648.
    • (1997) AIDS , vol.11 , pp. 641-648
    • Morris, M.1    Kretzschmar, M.2
  • 44
    • 67049100366 scopus 로고    scopus 로고
    • Concurrent partnerships and HIV prevalence disparities by race: Linking science and public health practice
    • MORRIS, M., KURTH, A. E., HAMILTON, D. T., MOODY, J. and WAKEFIELD, S. (2009). Concurrent partnerships and HIV prevalence disparities by race: Linking science and public health practice. Am. J. Public Health 99 1023–1031.
    • (2009) Am. J. Public Health , vol.99 , pp. 1023-1031
    • Morris, M.1    Kurth, A.E.2    Hamilton, D.T.3    Moody, J.4    Wakefield, S.5
  • 45
    • 84879482292 scopus 로고    scopus 로고
    • Estimated HIV incidence in the United States, 2007–2010
    • Centers for Disease Control and PreventionOnline, Retrieved January 8, 2015
    • NATIONAL CENTER FOR HIV/AIDS, VIRAL HEPATITIS, STD, AND TB PREVENTION (NCHH-STP) (2012). Estimated HIV incidence in the United States, 2007–2010. HIV surveillance supplemental report 17(4), Centers for Disease Control and Prevention. Online. Available at https://www.cdc.gov/hiv/library/reports/hiv-surveillance.html. Retrieved January 8, 2015.
    • (2012) HIV Surveillance Supplemental Report , vol.17 , Issue.4
  • 46
    • 85017293844 scopus 로고    scopus 로고
    • Diagnoses of HIV infection among adults aged 50 years and older in the United States and dependent areas, 2007–2010
    • Online, Retrieved January 8, 2015
    • NATIONAL CENTER FOR HIV/AIDS, VIRAL HEPATITIS, STD, AND TB PREVENTION (NCHH-STP) (2013). Diagnoses of HIV infection among adults aged 50 years and older in the United States and dependent areas, 2007–2010. HIV surveillaince supplemental report 18(3), Centers for Disease Control and Prevention. Online. Available at https://www.cdc.gov/hiv/library/reports/hiv-surveillance.html. Retrieved January 8, 2015.
    • (2013) HIV Surveillaince Supplemental Report 18(3), Centers for Disease Control and Prevention
  • 47
    • 85017315281 scopus 로고
    • Morbidity and mortality weekly report: Reported incidence of notifiable diseases in the United States, 1966
    • U.S. Dept. Health, Education, and Welfare, Atlanta, GA. Online, Retrieved January 8, 2015
    • NATIONAL COMMUNICABLE DISEASE CENTER (NCDC) (1967). Morbidity and mortality weekly report: Reported incidence of notifiable diseases in the United States, 1966. Annual Supplement 15(53), U.S. Dept. Health, Education, and Welfare, Atlanta, GA. Online. Available at https://stacks.cdc.gov/view/cdc/615. Retrieved January 8, 2015.
    • (1967) Annual Supplement , vol.15 , Issue.53
  • 48
    • 0003735665 scopus 로고    scopus 로고
    • Division of Vital Statistics, National Center for Health Statistics
    • NATIONAL SURVEY OF FAMILY GROWTH STAFF (2002, 2006–2011). National Survey of Family Growth (NSFG). Division of Vital Statistics, National Center for Health Statistics. Available at https://www.cdc.gov/nchs/nsfg/.
    • (2006) National Survey of Family Growth (NSFG)
  • 49
    • 84890215300 scopus 로고    scopus 로고
    • Conditional estimation of exponential random graph models from snowball sampling designs
    • MR3137882
    • PATTISON, P. E., ROBINS, G. L., SNIJDERS, T. A. B. and WANG, P. (2013). Conditional estimation of exponential random graph models from snowball sampling designs. J. Math. Psych. 57 284– 296. MR3137882
    • (2013) J. Math. Psych , vol.57
    • Pattison, P.E.1    Robins, G.L.2    Snijders, T.A.B.3    Wang, P.4
  • 50
    • 21344494266 scopus 로고
    • The role of sampling weights when modeling survey data
    • PFEFFERMANN, D. (1993). The role of sampling weights when modeling survey data. Int. Stat. Rev. 61 317–337.
    • (1993) Int. Stat. Rev , vol.61 , pp. 317-337
    • Pfeffermann, D.1
  • 51
    • 0003584391 scopus 로고    scopus 로고
    • April 1, 1990 to July 1, 1999, with short-term projection to November 1, 2000. Population Division, U.S. Census Bureau. Online. Available at, Retrieved June 9, 2009
    • POPULATION ESTIMATES PROGRAM (2001). Resident population estimates of the United States by age and sex: April 1, 1990 to July 1, 1999, with short-term projection to November 1, 2000. Population Division, U.S. Census Bureau. Online. Available at https://www.census.gov/population/estimates/nation/intfile3-1.txt. Retrieved June 9, 2009.
    • (2001) Resident Population Estimates of the United States by Age and Sex
  • 54
    • 10344240580 scopus 로고    scopus 로고
    • Sampling and estimation in hidden populations using respondent-driven sampling
    • SALGANIK, M. J. and HECKATHORN, D. D. (2004). Sampling and estimation in hidden populations using respondent-driven sampling. Sociol. Method. 34 193–239.
    • (2004) Sociol. Method , vol.34 , pp. 193-239
    • Salganik, M.J.1    Heckathorn, D.D.2
  • 55
    • 84879144399 scopus 로고    scopus 로고
    • Consistency under sampling of exponential random graph models
    • SHALIZI, C. R. and RINALDO, A. (2013). Consistency under sampling of exponential random graph models. Ann. Statist. 41 508–535.
    • (2013) Ann. Statist , vol.41 , pp. 508-535
    • Shalizi, C.R.1    Rinaldo, A.2
  • 56
    • 84993768037 scopus 로고    scopus 로고
    • Macrostructure from microstructure: Generating whole systems from ego networks
    • SMITH, J. A. (2012). Macrostructure from microstructure: Generating whole systems from ego networks. Sociol. Method. 42 155–205.
    • (2012) Sociol. Method , vol.42 , pp. 155-205
    • Smith, J.A.1
  • 57
    • 77956958458 scopus 로고    scopus 로고
    • Conditional marginalization for exponential random graph models
    • SNIJDERS, T. A. (2010). Conditional marginalization for exponential random graph models. J. Math. Sociol. 34 239–252.
    • (2010) J. Math. Sociol , vol.34 , pp. 239-252
    • Snijders, T.A.1
  • 58
    • 0001399123 scopus 로고
    • Pseudolikelihood estimation for social networks
    • STRAUSS, D. and IKEDA, M. (1990). Pseudolikelihood estimation for social networks. J. Amer. Statist. Assoc. 85 204–212.
    • (1990) J. Amer. Statist. Assoc , vol.85 , pp. 204-212
    • Strauss, D.1    Ikeda, M.2
  • 59
    • 85017326286 scopus 로고
    • National survey of women
    • E. A. McKean, K. L. Muller and E. L. Lang, eds.), Sociometrics Corporation, Los Altos, CA
    • TANFER, K. (1991). National survey of women. In AIDS/STD Data Archive (E. A. McKean, K. L. Muller and E. L. Lang, eds.) 17–19. Sociometrics Corporation, Los Altos, CA.
    • (1991) AIDS/STD Data Archive , pp. 17-19
    • Tanfer, K.1
  • 60
    • 0002975220 scopus 로고    scopus 로고
    • Model-based estimation with link-tracing sampling designs
    • THOMPSON, S. K. and FRANK, O. (2000). Model-based estimation with link-tracing sampling designs. Surv. Methodol. 26 87–98.
    • (2000) Surv. Methodol , vol.26 , pp. 87-98
    • Thompson, S.K.1    Frank, O.2
  • 61
    • 83655205915 scopus 로고    scopus 로고
    • The effect of differential recruitment, non-response and non-recruitment on estimators for respondent-driven sampling
    • MR2831520
    • TOMAS, A. and GILE, K. J. (2011). The effect of differential recruitment, non-response and non-recruitment on estimators for respondent-driven sampling. Electron. J. Stat. 5 899–934. MR2831520
    • (2011) Electron. J. Stat , vol.5 , pp. 899-934
    • Tomas, A.1    Gile, K.J.2
  • 62
    • 0002013728 scopus 로고
    • Network structure and proxy network measures of HIV, drug and incarceration risks for active drug users
    • TROTTER, R. T. II, BALDWIN, J. A. and BOWEN, A. M. (1995). Network structure and proxy network measures of HIV, drug and incarceration risks for active drug users. Connections 18 88–103.
    • (1995) Connections , vol.18 , pp. 88-103
    • Trotter, R.T.1    Baldwin, J.A.2    Bowen, A.M.3
  • 63
    • 0004142321 scopus 로고    scopus 로고
    • Waves I & II, 1994–1996; Wave III, Retrieved January 8, 2015
    • UDRY, J. R. (2003). The National Longitudinal Study of Adolescent Health (Add Health), Waves I & II, 1994–1996; Wave III, 2001–2002. Carolina Population Center, Univ. North Carolina at Chapel Hill. Online. Available at http://www.cpc.unc.edu/projects/addhealth/design/wave3. Retrieved January 8, 2015.
    • (2003) The National Longitudinal Study of Adolescent Health (Add Health)
    • Udry, J.R.1
  • 65
    • 0038358014 scopus 로고    scopus 로고
    • Multilevel analysis of personal networks as dependent variables
    • VAN DUIJN, M. A. J., VAN BUSSCHBACH, J. T. and SNIJDERS, T. A. B. (1999). Multilevel analysis of personal networks as dependent variables. Soc. Netw. 21 187–210.
    • (1999) Soc. Netw , vol.21 , pp. 187-210
    • Van Duijn, M.A.J.1    Van Busschbach, J.T.2    Snijders, T.A.B.3
  • 66
    • 77956874564 scopus 로고    scopus 로고
    • Probability based estimation theory for respondent driven sampling
    • VOLZ, E. and HECKATHORN, D. D. (2008). Probability based estimation theory for respondent driven sampling. J. Off. Stat. 24 79–97.
    • (2008) J. Off. Stat , vol.24 , pp. 79-97
    • Volz, E.1    Heckathorn, D.D.2
  • 67
    • 0030491229 scopus 로고    scopus 로고
    • Logit models and logistic regressions for social networks: I. An introduction to Markov graphs and p
    • WASSERMAN, S. S. and PATTISON, P. (1996). Logit models and logistic regressions for social networks: I. An introduction to Markov graphs and p ∗. Psychometrika 61 401–425.
    • (1996) Psychometrika , vol.61 , pp. 401-425
    • Wasserman, S.S.1    Pattison, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.