With a sample of 13 course scores of 114 students majored in civil engineering, statically analysis such as normality test,linear correlation analysis and principal component analysis was applied via SAS system. It was held that structural mechanics,concrete structure design and higer mathematics are the most important courses for civil engineering majored students.Improved recommendations for civil engineering education were also proposed.