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Quick multivariate kernel density estimation for massive data sets

Published in Applied Stochastic Models in Business and Industry • Sep 1, 2006
Authors:
K. F. Cheng
,
C. K. Chu
,
Dennis K. J. Lin

Abstract

Abstract Massive data sets are becoming popular in this information era. Due to the limitation of computer memory space and the computing time, the kernel density estimation for massive data sets, although strongly demanding, is rather challenging. In this paper, we propose a quick algorithm for mul...

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