Yongho Jeon, Jeongyoun Ahn, Cheolwoo Park, A Nonparametric Kernel Approach to Interval-Valued Data Analysis, Technometrics, Vol. 57, No. 4 (November 2015), pp. 566-575. Free online reading for over ..