Title :
Maximum likelihood estimation of dynamic structural equation models for ICT impact
Author :
D. Cziraky;M. Skrtic
Author_Institution :
Dept. of Stat., London Sch. of Econ., UK
fDate :
6/26/1905 12:00:00 AM
Abstract :
We propose estimation methods for dynamic structural equation models with latent variables that generalize models such as that of M. Skrtic et al. (2003) which considers the impact of Internet-use on research output. The proposed methods are based on the full information maximum likelihood (FIML) principle and have better small sample performance then existing distribution-free methods based on instrumental variables (D. Cziraky, 2003)
Keywords :
"Maximum likelihood estimation","Equations","Internet","Electronic mail","Instruments","Time measurement","Statistics","International relations","History","Statistical analysis"
Conference_Titel :
Information Technology Interfaces, 2004. 26th International Conference on
Print_ISBN :
953-96769-9-1