Stature estimation is a commonly used method in forensic identification analysis. The tracks and remnants available at crime scene or catastrophes can give extensive information concerning the biological profiles of unknown persons. However, the investigator should take into account the constitutional peculiarities of the population where the evidence was found due to the high specificity of such data. The present work aimed at studying the ethnic peculiarities of the Saudi Arabian population and to estimate stature using the measurements of hands and handprints. A total of 200 native Saudi subjects of both genders within the age group of 17 to 26 years were included in the study. The height of each participant was measured and correlated with hand length, palm  length, and the hand breadth measured on both sides. Descriptive statistical analysis, paired samples T-test, Pearson correlation analysis, and regression analysis were performed. Obtained regression equations have a 1-4 cm deviation when used for the stature estimation in the population from which the data have been obtained. The accurate estimation rate of the formulae is >95%.