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.


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Reference manual

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install.packages("probhat")

0.1.1 by Abby Spurdle, 7 months ago


https://sites.google.com/site/asrpws


Browse source code at https://github.com/cran/probhat


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


Suggested by bivariate.


See at CRAN