An equilibrium-correction model for dynamic network data

David Dekker; Philip Hans Franses; David Krackhardt

doi:10.1080/00222500305893

An equilibrium-correction model for dynamic network data

David Dekker^*, Philip Hans Franses, David Krackhardt

^*Corresponding author for this work

School of Social Sciences

Research output: Contribution to journal › Review article › peer-review

10 Citations (Scopus)

Abstract

We propose a two-stage MRQAP to analyze dynamic network data within the framework of an equilibrium-correction (EC) model. Extensive simulation results indicate practical relevance of our method and its improvement over standard OLS. In addition, empirical illustration shows that the EC-model yields interpretable parameters, in contrast to an unrestricted dynamic model.

Original language	English
Pages (from-to)	193-215
Number of pages	23
Journal	Journal of Mathematical Sociology
Volume	27
Issue number	2-3
DOIs	https://doi.org/10.1080/00222500305893
Publication status	Published - 2003

Keywords

Cognitive Social Structure
Dynamics
Network Analysis
Quadratic Assignment Procedure

ASJC Scopus subject areas

Algebra and Number Theory
Social Sciences (miscellaneous)
Sociology and Political Science

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10.1080/00222500305893

Cite this

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title = "An equilibrium-correction model for dynamic network data",

abstract = "We propose a two-stage MRQAP to analyze dynamic network data within the framework of an equilibrium-correction (EC) model. Extensive simulation results indicate practical relevance of our method and its improvement over standard OLS. In addition, empirical illustration shows that the EC-model yields interpretable parameters, in contrast to an unrestricted dynamic model.",

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author = "David Dekker and Franses, {Philip Hans} and David Krackhardt",

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T1 - An equilibrium-correction model for dynamic network data

AU - Dekker, David

AU - Franses, Philip Hans

AU - Krackhardt, David

PY - 2003

Y1 - 2003

N2 - We propose a two-stage MRQAP to analyze dynamic network data within the framework of an equilibrium-correction (EC) model. Extensive simulation results indicate practical relevance of our method and its improvement over standard OLS. In addition, empirical illustration shows that the EC-model yields interpretable parameters, in contrast to an unrestricted dynamic model.

AB - We propose a two-stage MRQAP to analyze dynamic network data within the framework of an equilibrium-correction (EC) model. Extensive simulation results indicate practical relevance of our method and its improvement over standard OLS. In addition, empirical illustration shows that the EC-model yields interpretable parameters, in contrast to an unrestricted dynamic model.

KW - Cognitive Social Structure

KW - Dynamics

KW - Network Analysis

KW - Quadratic Assignment Procedure

UR - http://www.scopus.com/inward/record.url?scp=0038169094&partnerID=8YFLogxK

U2 - 10.1080/00222500305893

DO - 10.1080/00222500305893

M3 - Review article

AN - SCOPUS:0038169094

SN - 0022-250X

VL - 27

SP - 193

EP - 215

JO - Journal of Mathematical Sociology

JF - Journal of Mathematical Sociology

IS - 2-3

ER -

An equilibrium-correction model for dynamic network data

Abstract

Keywords

ASJC Scopus subject areas

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