Hu, Shuowen; Poskitt, D.S.; Zhang, Xibin - Department of Econometrics and Business Statistics, … - 2010
Kernel density estimation is an important technique for understanding the distributional properties of data. Some investigations have found that the estimation of a global bandwidth can be heavily affected by observations in the tail. We propose to categorize data into low- and high-density...