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Emcdf (version 0.1.2)

Computation and Visualization of Empirical Joint Distribution (Empirical Joint CDF)

Description

Computes and visualizes empirical joint distribution of multivariate data with optimized algorithms and multi-thread computation. There is a faster algorithm using dynamic programming to compute the whole empirical joint distribution of a bivariate data. There are optimized algorithms for computing empirical joint CDF function values for other multivariate data. Visualization is focused on bivariate data. Levelplots and wireframes are included.

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Version

Install

install.packages('Emcdf')

Monthly Downloads

12

Version

0.1.2

License

GPL-3

Maintainer

En-shuo Hsu

Last Published

January 13th, 2018

Functions in Emcdf (0.1.2)

emcdf

Computes multivariate empirical joint distribution
initF

Initialize threads and split data
plotcdf

Plots multivariate empirical joint distribution of bivariate data
Biemcdf

Computes bivariate empirical joint distribution
coreNum

CPU core number