To examine the accuracy of structural analysis in typical engineering practices, linear time-history analysis in buildings such as the Administrative Building of National Center for Research on Earthquake Engineering was conducted based on ground motion records collected in previous earthquakes. In this analysis, the ground and roof accelerations of each building measured by the Central Weather Bureau were integration twice and subtracted to obtain the deformation history of roof structures during these earthquakes which was then compared to the result of structural analysis for verification.