Issue No. 03 - March (1985 vol. 7)
Luc Devroye , School of Computer Science, McGill University, Montreal, P.Q., Canada.
Fred Machell , Applied Research Laboratories, University of Texas, Austin, TX 78713.
We analyze and compare several data structures and algorithms for evaluating the kernel density estimate. Frequent evaluations of this estimate are for example needed for plotting, error estimation, Monte Carlo estimation of probabilities and functionals, and pattern classification. An experimental comparison is included.
L. Devroye and F. Machell, "Data Structures in Kernel Density Estimation," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 7, no. , pp. 360-366, 1985.