September 1, 2000
      
                  
        
  Author(s)
  John S. Garofolo
 
       
            
    
    
        This paper demonstrates that, for large-scale tests, the match and non-match similarity scores have no specific underlying distribution function. The forms of these distribution functions require a nonparametric approach for the analysis of the fingerprint