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Abstract: A class of statistical models is proposed for longitudinal network data. The dependent variable is the changing (or evolving) relation network, represented by two or more observations of a directed graph with a fixed set of actors. The network evolution is modeled as the consequence of the actors making new choices, or withdrawing existing choices, on the basis of functions, with fixed and random components, that the actors try to maximize. Individual and dyadic exogenous variables can... (Update)
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BibTeX entry: (Update)
Snijders, T.: The statistical evaluation of social network dynamics. In Sobel, M., Becker, M., eds.: Sociological Methodology dynamics. Basil Blackwell, Boston & London (2001) 361-395 http://citeseer.ist.psu.edu/snijders01statistical.html More
@misc{ snijders01statistical,
author = "T. Snijders",
title = "The statistical evaluation of social network dynamics",
text = "Snijders, T.: The statistical evaluation of social network dynamics. In
Sobel, M., Becker, M., eds.: Sociological Methodology dynamics. Basil Blackwell,
Boston & London (2001) 361-395",
year = "2001",
url = "citeseer.ist.psu.edu/snijders01statistical.html" }
Citations (may not include all citations):148 A first course in stochastic processes (context) - Karlin - 1975
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64 Limited-dependent and qualitative variables in econometrics (context) - Maddala - 1983
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8 New method of stochastic approximation type (context) - Polyak - 1990
7 Markov graphs (context) - Frank - 1986
6 On extensions of Polyak's averaging approach to stochastic a.. (context) - Yin - 1991
5 Optimization of Stochastic Models (context) - Pflug - 1996
4 A dynamic model for social networks (context) - Holland
4 Analyzing social networks as stochastic processes (context) - Wasserman - 1980
3 Parties and networks: stochastic models for relationship net.. (context) - Mayer - 1984
2 Stochastic models for directed graphs (context) - Wasserman - 1977
[Article contains additional citations not shown here]
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Simulation for Statistical Inference in Dynamic Network Models - Snijders, van Duijn (1997) (Correct)
Estimation and Prediction for Stochastic Blockstructures - Nowicki, Snijders (Correct)
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