Statistical Analysis of Longitudinal Network Data with Changing Composition

Sociological Methods and Research

Volumn 32, Issue 2, 2003, Pages 253-287

  Huisman, Mark ^a   Snijders, Tom A B ^a  

^a UNIVERSITY OF GRONINGEN   (Netherlands)

Author keywords

Changing composition; Markov process; Network evolution; Stochastic actor oriented network model

Indexed keywords

EID: 0242426411     PISSN: 00491241     EISSN: None     Source Type: Journal    
DOI: 10.1177/0049124103256096     Document Type: Article

References (30)

1. Boer, Peter, Mark Huisman, Tom A. B. Snijders, and Evelien P. H. Zeggelink. 2003. StOCNET: An Open Software System for the Advanced Statistical Analysis of Social Networks. Version 1.4. Groningen: ProGAMMA/ ICS. Available: http://stat.gamma.rug.nl/stocnet/
2. Bowman, Kamiko O. and L. R. Shenton. 1985. "Method of Moments. " Pp. 467-73, in Encyclopedia of Statistical Sciences, vol. 5, edited by S. Kotz, N. L. Johnson, and C. B. Read. New York: John Wiley.
3. Doreian, Patrick and Frans N. Stokman, eds. 1997. Evolution of Social Networks. Amsterdam: Gordon and Breach.
4. Holland, Paul W. and Samuel Leinhardt. 1977a. "A Dynamic Model for Social Networks." Journal of Mathematical Sociology 5:5-20.
5. _. 1977b. "Social Structure as a Network Process." Zeitschrift für Soziologie 6:386-402
6. Leenders, Roger Th. A. J. 1995. "Models for Network Dynamics: A Mrkovian Framework." Journal of Mathematical Sociology 20:1-21.
7. _. 1996. "Evolution of Friendship and Best Friendship Choices. " Journal of Mathematical Sociology 21:133-48.
8. Maddala, G. S. 1983. Limited-Dependent and Qualitative Variables in Econometrics. Cambridge, UK: Cambridge University Press.
9. Norris, James R. 1997. Markov Chains. New York: Cambridge University Press.
10. Pflug, George Ch. 1996. Optimization of Stochastic Models. Boston: Kluwer.
11. Robbins, H. and S. Monro. 1951. "A Stochastic Approximation Method." Annals of Mathematical Statistics 22:400-7.
12. Snijders, Tom A. B. 1996. "Stochastic Actor-Oriented Models for Network Change." Journal of Mathematical Sociology 21:149-72.
13. _. 2001. "The Statistical Evaluation of Social Network Dynamics." Pp. 361-95 in Sociological Methodology, edited by M. E. Sobel and M. P. Becker. London: Basil Blackwell.
14. _. Forthcoming. "Models for Longitudinal Network Data." In Models and Methods in Social Network Analysis, edited by P. J. Carrington, J. Scott, and S. Wasserman. New York: Cambridge University Press.
15. Snijders, Tom A. B. 2003. "Accounting for Degree Distributions in Empirical Analysis of Network Dynamics." Pp. 146-161 in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers, edited by R. Breiger, K. Carley, and P. Pattison. National Research Council of the National Academies, 2003. Washington, DC: The National Academies Press.
16. Snijders, Tom A. B. and Chris Baerveldt. 2003. "A Multilevel Network Study of the Effects of Delinquent Behavior on Friendship Evolution." Journal of Mathematical Sociology 27:123-151.
17. Snijders, Tom A. B. and Mark Huisman. 2003. Manual for SIENA. Version 1.98. Groningen: ICS, University of Groningen. Available: http://stat.gamma.rug.nl/snijders/socnet.htm
18. Snijders, Tom A. B. and Marijtje A. J. Van Duijn. 1997. "Simulation for Statistical Inference in Dynamic Network Models." Pp. 493-512 in Simulating Social Phenomena, edited by R. Conte, R. Hegselmann, and P. Terna. Berlin: Springer.
19. Stokman, Frans N. and Patrick Doreian, eds. 2001. "Evolution of Social Networks, Part II" [Special issue]. Journal of Mathematical Sociology 25.
20. Van de Bunt, Gerhard G. 1999. Friends by Choice: An Actor-Oriented Statistical Network Model for Friendship Networks Through Time. Amsterdam: Thesis.
21. Van de Bunt, Gerhard G., Marijtje A. J. Van Duijn, and Tom A. B. Snijders. 1999. "Friendship Networks Through Time: An Actor-Oriented Statistical Network Model." Computational and Mathematical Organization Theory 5:167-92.
22. Van den Oord, Edwin J. C. G. and Jan Rispens. 1999. "Differences Between School Classes in Preschoolers' Psychosocial Adjustment: Evidence for the Importance of Children's Interpersonal Relations." Journal of Child Psychology and Psychiatry 40:417-30.
23. Van den Oord, Edwin J. C. G., Jan Rispens, Paul P. Goudena, and Marjolijn M. Vermande. 2000. "Some Developmental Implications of Structural Aspects of Preschoolers' Relations With Classmates." Journal of Applied Developmental Psychology 21:619-39.
24. Van Duijn, Marijtje A. J., Evelien P. H. Zeggelink, Mark Huisman, Frans N. Stokman, and Frans W. Wasseur. 2003. "Evolution of Sociology Freshmen into a Friendship Network." Journal of Mathematical Sociology 27:153-191.
25. Van Rossem, Ronan, Edwin J. C. G. Van den Oord, Marleen H. Gerrits, and Jan Rispens. 2000. "The Development of Social Competence in Children: Structural Changes in the Social Relationships of Children From Kindergarten to First Grade." Unpublished manuscript.
26. Wasserman, Stanley. 1977. "Stochastic Models for Directed Graphs." Doctoral dissertation, University of Harvard, Department of Statistics.
27. _. 1979. "A Stochastic Model for Directed Graphs With Transition Rates Determined by Reciprocity." Pp. 392-412 in Sociological Methodology 1980, edited by K. F. Schuessler. San Francisco: Jossey-Bass.
28. _. 1980. "Analyzing Social Networks as Stochastic Processes." Journal of the American Statistical Association 75:280-94.
29. Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. New York: Cambridge University Press.
30. Zeggelink, Evelien P. H. 1994. "Dynamics of Structure: An Individual Oriented Approach." Social Networks 16:295-333.