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Data Structures in Kernel Density Estimation
March 1985 (vol. 7 no. 3)
pp. 360-366
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.
Citation:
Luc Devroye, Fred Machell, "Data Structures in Kernel Density Estimation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 7, no. 3, pp. 360-366, March 1985, doi:10.1109/TPAMI.1985.4767668
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