The influence of ground motion parameters on structural damage was investigated.
Correlation between ground motion parameters is eliminated using principal components analysis.
The frequency-dependent parameters better predict damage criteria in comparison to time-dependent parameters.
There was no unique time-dependent parameter that described structural damage satisfactorily.