Journal article

Dynamic modeling with structural equations and stochastic differential equations: Applications with the German Socio-economic Panel


Authors listReinecke, J; Schmidt, P; Weick, S

Publication year2005

Pages483-506

JournalQuality and Quantity

Volume number39

Issue number4

ISSN0033-5177

eISSN1573-7845

DOI Linkhttps://doi.org/10.1007/s11135-005-0239-x

PublisherSpringer


Abstract
The paper discusses an application of linear dynamic models to multi-wave longitudinal data. Starting from three-wave and four-wave simplex models using standard structural equations, linear dynamic state space models with stochastic differential equations are presented. The main differences between longitudinal structural equations (static view) and stochastic differential equations (dynamic view) are emphasized. Substantively, the models prove the relation, stability and change of two concepts in a period of 10 years: National Identity and Intention to stay in Germany. Data from a sample of migrant workers in Germany included in the German Socio-economic Panel (GSOEP) are used for the analyses. Results and further developments of dynamic models are discussed in the final section.



Citation Styles

Harvard Citation styleReinecke, J., Schmidt, P. and Weick, S. (2005) Dynamic modeling with structural equations and stochastic differential equations: Applications with the German Socio-economic Panel, Quality and Quantity, 39(4), pp. 483-506. https://doi.org/10.1007/s11135-005-0239-x

APA Citation styleReinecke, J., Schmidt, P., & Weick, S. (2005). Dynamic modeling with structural equations and stochastic differential equations: Applications with the German Socio-economic Panel. Quality and Quantity. 39(4), 483-506. https://doi.org/10.1007/s11135-005-0239-x



Keywords


German Socio-economic PanelPanel datasimplex modelsstochastic differential equationsstructural equations

Last updated on 2025-02-04 at 04:00