Probability Distributions as Models of Data

Computes continuous (not step) empirical (and nonparametric) probability density, cumulative distribution and quantile functions. Supports univariate, multivariate and conditional probability distributions, some kernel smoothing features and weighted data (possibly useful mixed with fuzzy clustering). Can compute multivariate and conditional probabilities. Also, can compute conditional medians, quantiles and modes.


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Reference manual

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install.packages("empirical")

0.2.0 by Abby Spurdle, 6 months ago


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


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


Authors: Abby Spurdle


Documentation:   PDF Manual  


GPL (>= 2) license


Imports barsurf

Depends on graphics, stats

Suggests intoo, bivariate, fclust, mgcv, gam, moments


See at CRAN