Title of article :
Asymptotics of the shorth plot
Author/Authors :
Einmahl، نويسنده , , John H.J. and Gantner، نويسنده , , Maria and Sawitzki، نويسنده , , Günther، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
Abstract :
The shorth plot is a nonparametric method to visualize probability mass concentration. It is based on the length of the shortest interval containing a certain fraction of the probability distribution and a point x. We establish functional central limit theorems (convergence rate 1 / n ) for the empirical shorth plot under natural conditions. The limiting process is not necessarily Gaussian. In the proofs, we generalize the Vervaat (1972) lemma to a collection of functions.
Keywords :
Distribution diagnostics , Functional central limit theorem , Probability mass concentration , Graphical methods
Journal title :
Journal of Statistical Planning and Inference
Journal title :
Journal of Statistical Planning and Inference