Social network analysis with sna

Journal of Statistical Software

Volumn 24, Issue 6, 2008, Pages

  Butts, Carter T ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Graphs; R; sna; Social network analysis; Statnet

Indexed keywords

EID: 45349108231     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v024.i06     Document Type: Review

References (76)

1. Anselin L (1988). Spatial Econometrics: Methods and Models. Kluwer, Norwell, MA.
2. Banks D, Carley KM (1994). "Metric Inference for Social Networks." Journal of Classification, 11(1), 121-149.
3. Batagelj V, Mrvar A (2007). Pajek: Package for Large Network Analysis. University of Ljubljana, Slovenia. URL http://vlado.fmf.uni-lj.si/ pub/networks/pajek/.
4. Batchelder WH, Romney AK (1988). "Test Theory Without an Answer Key." Psychometrika, 53(1), 71-92.
5. Bonacich P (1987). "Power and Centrality: A Family of Measures." American Journal of Sociology, 92, 1170-1182.
6. Boorman SA, White HC (1976). "Social Structure from Multiple Networks II. Role Structures." American Journal of Sociology, 81, 1384-1446.
7. Borgatti SP (2007). NetDraw: Network Visualization Software. Version 2.067, URL http://www.analytictech.com/.
8. Borgatti SP, Carley K, Krackhardt D (2006). "Robustness of Centrality Measures Under Conditions of Imperfect Data." Social Networks, 28, 124-136.
9. Borgatti SP, Everett MG, Freeman LC (1999). UCINET 6.0 for Windows: Software for Social Network Analysis. Analytic Technologies, Natick. URL http://www.analytictech.com/.
10. Boyd JP (1969). "The Algebra of Group Kinship." Journal of Mathematical Psychology, 6, 139-167.
11. Brandes U, Erlebach T (eds.) (2005). Network Analysis: Methodological Foundations. Springer-Verlag, Berlin.
12. Brandes U, Kenis P, Wagner D (2003). "Communicating Centrality in Policy Network Drawings." IEEE Transactions on Visualization and Computer Graphics, 9(2), 241-253.
13. Breiger RL, Boorman SA, Arabie P (1975). "An Algorithm for Clustering Relational Data with Applications to Social Network Analysis and Comparison with Multidimensional Scaling." Journal of Mathematical Psychology, 12, 323-383.
14. Brockwell PJ, Davis RA (1991). Time Series: Theory and Methods. Springer-Verlag, New York, second edition.
15. Burt RS (1976). "Positions In Networks." Social Forces, 55, 93-122.
16. Burt RS (1991). STRUCTURE. Columbia University. Software package version 4.2, URL http://faculty.chicagogsb.edu/ronald.burt/teaching/.
17. Butts CT (2003). "Network Inference, Error, and Informant (In)Accuracy: A Bayesian Approach." Social Networks, 25(2), 103-140.
18. Butts CT (2007). "Permutation Models for Relational Data." Sociological Methodology, 37, 257-281.
19. Butts CT, Carley KM (2001). "Multivariate Methods for Interstructural Analysis." CASOS working paper, Center for the Computational Analysis of Social and Organization Systems, Carnegie Mellon University.
20. Butts CT, Carley KM (2005). "Some Simple Algorithms for Structural Comparison." Computational and Mathematical Organization Theory, 11(4), 291-305.
21. Butts CT, Handcock MS, Hunter DR (2007). network: Classes for Relational Data. Statnet Project http://statnetproject.org/, Seattle, WA. R package version 1.3, URL http://CRAN.R-project.org/package=network.
22. Butts CT, Pixley JE (2004). "A Structural Approach to the Representation of Life History Data." Journal of Mathematical Sociology, 28(2), 81-124.
23. Cliff AD, Ord JK (1973). Spatial Autocorrelation. Pion, London.
24. Davis JA, Leinhardt S (1972). "The Structure of Positive Interpersonal Relations in Small Groups." In J Berger (ed.), "Sociological Theories in Progress, Volume 2," pp. 218-251. Houghton Mifflin, Boston.
25. Dodds PS, Watts DJ, Sabel CF (2003). "Information Exchange and the Robustness of Organizational Networks." Proceedings of the National Academy of Sciences, 100(2), 12516-12521.
26. Doreian P (1990). "Network Autocorrelation Models: Problems and Prospects." In IDA Griffith (ed.), "Spatial Statistics: Past, Present, and Future," pp. 369-389. Institute of Mathematical Geography, Ann Arbor.
27. Doreian P, Batagelj V, Ferlioj A (2005). Generalized Blockmodeling. Cambridge University Press, Cambridge.
28. Fararo TJ (1981). "Biased Networks and Social Structure Theorems. Part I." Social Networks, 3, 137-159.
29. Fararo TJ (1983). "Biased Networks and the Strength of Weak Ties." Social Networks, 5, 1-11.
30. Fararo TJ, Sunshine MH (1964). A Study of a Biased Friendship Net. Youth Development Center, Syracuse, NY.
31. Faust K (2007). "Very Local Structure in Social Networks." Sociological Methodology, 37, 209-256.
32. Frank O, Strauss D (1986). "Markov Graphs." Journal of the American Statistical Association, 81(395), 832-842.
33. Freeman LC (1979). "Centrality in Social Networks: Conceptual Clarification." Social Networks, 1(3), 223-258.
34. Freeman LC (2004). The Development of Social Network Analysis: A Study in the Sociology of Science. Empirical Press, Vancouver.
35. Fruchterman TMJ, Reingold EM (1991). "Graph Drawing by Force-directed Placement." Software - Practice and Experience, 21(11), 1129-1164.
36. Geary R (1954). "The Contiguity Ratio and Spatial Mapping." The Incorporated Statistician, 5, 115-145.
37. Gelman A, Carlin JB, Stern HS, Rubin DB (1995). Bayesian Data Analysis. Chapman & Hall/CRC, London.
38. Gelman A, Rubin DB (1992). "Inference from Iterative Simulation Using Multiple Sequences." Statistical Science, 7, 457-511.
39. Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: Open Software Development for Computational Biology and Bioinformatics." Genome Biology, 5, R80. URL http://genomebiology.com/2004/5/10/R80/.
40. Gilks WR, Richardson S, Spiegelhalter DJ (eds.) (1996). Markov Chain Monte Carlo in Practice. Chapman & Hall/CRC, New York.
41. Gould R, Fernandez R (1989). "Structures of Mediation: A Formal Approach to Brokerage in Transaction Networks." Sociological Methodology, 19, 89-126.
42. Hall KM (1970). "An r-dimensional Quadratic Placement Algorithm." Management Science, 17, 219-229.
43. Handcock MS, Hunter DR, Butts CT, Goodreau SM, Morris M (2003). statnet: Software Tools for the Statistical Modeling of Network Data. Statnet Project http://statnetproject.org/, Seattle, WA. R package version 2.0, URL http://CRAN.R-project.org/package=statnet.
44. Holland PW, Leinhardt S (1970). "A Method for Detecting Structure in Sociometric Data." American Journal of Sociology, 70, 492-513.
45. Hubert LJ (1987). Assignment Methods in Combinatorial Data Analysis. Marcel Dekker, New York.
46. Huisman M, van Duijn MAJ (2003). "StOCNET: Software for the Statistical Analysis of Social Networks." Connections, 25(1), 7-26.
47. Ingram P, Roberts PW (2000). "Friendships Among Competitors in the Sydney Hotel Industry." American Journal of Sociology, 106, 387-423.
48. Kamada T, Kawai S (1989). "An Algorithm for Drawing General Undirected Graphs." Information Processing Letters, 31(1), 7-15.
49. Koenker R, Ng P (2007). SparseM: Sparse Linear Algebra. R package version 0.73, URL http://CRAN.R-project.org/package=SparseM.
50. Krackhardt D (1987a). "Cognitive Social Structures." Social Networks, 9(2), 109-134.
51. Krackhardt D (1987b). "QAP Partialling as a Test of Spuriousness." Social Networks, 9(2), 171-186.
52. Krackhardt D (1988). "Predicting with Networks: Nonparametric Multiple Regression Analyses of Dyadic Data." Social Networks, 10, 359-382.
53. Krackhardt D (1994). "Graph Theoretical Dimensions of Informal Organizations." In KM Carley, MJ Prietula (eds.), "Computational Organizational Theory," pp. 88-111. Lawrence Erlbaum Associates, Hillsdale, NJ.
54. Krackhardt D, Blythe J, McGrath C (1994). "KrackPlot 3.0: An Improved Network Drawing Program." Connections, 17(2), 53-55.
55. Leenders TTAJ (2002). "Modeling Social Influence Through Network Autocorrelation: Constructing the Weight Matrix." Social Networks, 24(1), 21-47.
56. Marsden PV (2005). "Recent Developments in Network Measurement." In PJ Carrington, J Scott, S Wasserman (eds.), "Models and Methods in Social Network Analysis," chapter 2, pp. 8-30. Cambridge University Press, Cambridge.
57. Mayhew BH (1984). "Baseline Models of Sociological Phenomena." Journal of Mathematical Sociology, 9, 259-281.
58. Moran PAP (1950). "Notes on Continuous Stochastic Phenomena." Biometrika, 37, 17-23.
59. Pattison P, Robins GL (2002). "Neighbourhood-Based Models for Social Networks." Sociological Methodology, 32, 301-337.
60. Rapoport A (1957). "A Contribution to the Theory of Random and Biased Nets." Bulletin of Mathematical Biophysics, 15, 523-533.
61. R Development Core Team (2007). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, Version 2.6.1, URL http://www.R-project.org/.
62. Richards WD, Seary AJ (2006). MultiNet for Windows. Version 4.75, URL http://www.sfu.ca/~richards/Multinet/Pages/multinet.htm.
63. Romney AK, Weller SC, Batchelder WH (1986). "Culture as Consensus: A Theory of Culture and Informant Accuracy." American Anthropologist, 88(2), 313-338.
64. Sabidussi G (1966). "The Centrality Index of a Graph." Psychometrika, 31, 581-603.
65. Shimbel A (1953). "Structural Parameters of Communication Networks." Bulletin of Mathematical Biophysics, 15, 501-507.
66. Skvoretz J, Fararo TJ, Agneessens F (2004). "Advances in Biased Net Theory: Definitions, Derivations, and Estimations." Social Networks, 26, 113-139.
67. Snijders TAB (2001). SIENA: Simulation Investigation for Empirical Network Analysis. Version 3.1, URL http://stat.gamma.rug.nl/ snijders/siena.html.
68. Snijders TAB (2002). "Markov Chain Monte Carlo Estimation of Exponential Random Graph Models." Journal of Social Structure, 3(2).
69. Stallman RM (2002). Free Software, Free Society: Selected Essays of Richard M. Stallman. GNU Press/Free Software Foundation, Boston, MA.
70. Stephenson K, Zelen M (1989). "Rethinking Centrality: Methods and Applications." Social Networks, 11, 1-37.
71. Stokman FN, Van Veen FJAM (1981). GRADAP, Graph Definition and Analysis Package User's Manual. Interuniversity Project Group GRADAP, University of Amsterdam-Gröningen-Nijmegen. URL http://www.assess.com/.
72. Wasserman S, Robins G (2005). "An Introduction to Random Graphs, Dependence Graphs, and p*." In PJ Carrington, J Scott, S Wasserman (eds.), "Models and Methods in Social Network Analysis," chapter 10, pp. 192-214. Cambridge University Press, Cambridge.
73. Wasserman SS, Faust K (1994). Social Network Analysis: Methods and Applications. Structural Analysis in the Social Sciences. Cambridge University Press, Cambridge.
74. Watts DJ, Strogatz SH (1998). "Collective Dynamics of 'Small-World' Networks." Nature, 393, 440-442.
75. West DB (1996). Introduction to Graph Theory. Prentice Hall, Upper Saddle River, NJ.
76. White HC (1963). An Anatomy of Kinship. Englewood Cliffs, NJ, Prentice Hall.