OzoneH

<p>The dataset contains MatH (matrix of histogram-valued data) object This data
set list 84 stations located in the USA recording four variables. Some
stations contains missing data.</p>

In the framework of Symbolic Data Analysis, a relatively new
approach to the statistical analysis of multi-valued data, we consider
histogram-valued data, i.e., data described by univariate histograms. The
methods and the basic statistics for histogram-valued data are mainly based
on the L2 Wasserstein metric between distributions, i.e., the Euclidean metric
between quantile functions. The package contains unsupervised classification
techniques, least square regression and tools for histogram-valued data and for
histogram time series. An introducing paper is Irpino A. Verde R. (2015) <doi:10.1007/s11634-014-0176-4>.

Antonio Irpino

HistDAWass

Histogram-Valued Data Analysis

OzoneH function

<p>a <code>MatH</code> istance, 1 row per station.</p>

OzoneH: Complete Ozone dataset for Histogram data analysis

Description

Arguments

Format