To study the association of flower yield with plant characters an experiment was conducted to evaluate 40 accessions of Damask rose, using a randomized complete block design with 3 replications in Research Institute of Forests and Rangelands, Tehran, Iran. Accessions showed significant differences for different traits. The estimated heritability was high (50-96%) for most of the traits, including flower yield, bloom number, flower number, flower weight, start of bud growth, leaf fall, plant height, leaflet length and stipule width. Significant positive genetic correlations were obtained between flower yield and various characteristics including flower number, bloom number, plant height, canopy diameter, stipule length and width. The results of stepwise-regression analysis indicated that the maximum variation in flower yield could be attributed to the flower number and flower weight. Based on path analysis results, bloom number, flower number and plant height, showed positive direct effects on flower yield. Thus, these traits may be used as selection criteria in breeding programs to improve flower yield.