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.


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install.packages("probhat")

0.2.0 by Abby Spurdle, 5 days ago


https://sites.google.com/site/spurdlea/r


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


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