Multivariate Generalized Kernel Smoothing and Related Statistical Methods

Constructs, plots and evaluates probability distributions (probability mass/density functions, cumulative distribution functions and quantile functions) with continuous kernel smoothing, and to a lesser extent, discrete kernel smoothing. Supports univariate, multivariate and conditional distributions, including multivariate-conditional distributions. Also, supports other probability distributions (categorical, frequency and empirical-like) and weighted data, which is possibly useful mixed with fuzzy clustering. Furthermore, there are extensions for computing multivariate probabilities and multivariate random numbers, and for parameter and mode estimation.


Reference manual

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0.2.0 by Abby Spurdle, 4 months ago

Browse source code at

Authors: Abby Spurdle

Documentation:   PDF Manual  

Task views: Probability Distributions

GPL (>= 2) license

Imports intoo, barsurf, kubik

Suggests bivariate, fclust, scatterplot3d, MASS

Suggested by bivariate.

See at CRAN