COMPARING TWO INDEPENDENT GROUPS VIA THE LOWER AND UPPER QUANTILES Rand R. Wilcox Dept of Psychology University of Southern California David M. Erceg-Hurn School of Psychology University of Western Australia Florence Clark & Michael Carlson Division of Occupational Science & Occupational Therapy University of Southern California November 26, 2012 1