Generalized Kernel Smoothing

Computes nonparametric probability distributions (probability density functions, cumulative distribution functions and quantile functions) using kernel smoothing. Supports univariate, multivariate and conditional distributions, and weighted data (possibly useful mixed with fuzzy clustering or frequency data). Also, supports empirical continuous cumulative distribution functions and their inverses, and random number generation.


Reference manual

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0.1.1 by Abby Spurdle, 2 months ago

Browse source code at

Authors: Abby Spurdle

Documentation:   PDF Manual  

Task views: Probability Distributions

GPL (>= 2) license

Imports barsurf

Depends on graphics, stats

Suggests intoo, bivariate, mvtnorm, fclust, moments, scatterplot3d

See at CRAN