crwtransform-methods: Method 'crwtransform': returns the centers and the radii of...

In HistDAWass: Histogram-Valued Data Analysis

Method crwtransform: returns the centers and the radii of bins of a distribution

Description

Centers and ranges calculation for bins of a histogram. It is useful for a very fast computation of statistics and methods based on the L2 Wassertein distance between histograms.

Usage

crwtransform(object)

## S4 method for signature 'distributionH'
crwtransform(object)

Arguments

object

a distributionH object

Value

A list containing

$Centers	The midpoints of the bins of the histogram
$Radii	The half-lenghts of the bins of the histogram
$Weights	The relative frequencies or the probailities associated with each bin (the sum is equal to 1)

Author(s)

Antonio Irpino

References

Irpino, A., Verde, R., Lechevallier, Y. (2006) Dynamic clustering of histograms using Wasserstein metric, In: Proceedings of COMPSTAT 2006, Physica-Verlag, 869-876

Examples

## ---- A mydist distribution ----
mydist <- distributionH(x = c(1, 2, 3, 10), p = c(0, 0.1, 0.5, 1))
## ---- Compute the cfd value for q=5 (not observed) ----
crwtransform(mydist)

HistDAWass documentation built on Sept. 26, 2022, 5:06 p.m.