<p>The X dataset has been simulated by Gordaliza, Garcia-Escudero and Mayo-Iscar during the Workshop
 ADVANCES IN ROBUST DATA ANALYSIS AND CLUSTERING held in Ispra on October 21st-25th 2013. It is
 a bivariate dataset of 200 observations. It presents two parallel components without contamination.</p>

datasets

Provides interface to the 'MATLAB' toolbox 'Flexible Statistical Data Analysis
(FSDA)' which is comprehensive and computationally efficient
software package for robust statistics in regression, multivariate
and categorical data analysis. The current R version implements tools
for regression: (forward search, S- and MM-estimation, least trimmed
squares (LTS) and least median of squares (LMS)), for multivariate analysis
(forward search, S- and MM-estimation), for cluster analysis and cluster-wise regression.
The distinctive feature of our package is the possibility of
monitoring the statistics of interest as a function of breakdown point,
efficiency or subset size, depending on the estimator. This is
accompanied by a rich set of graphical features, such as dynamic
brushing, linking, particularly useful for exploratory data analysis.

Valentin Todorov

fsdaR

Robust Data Analysis Through Monitoring and Dynamic
Visualization

Emmanuele Sordini

Aldo Corbellini

Francesca Torti

Marco Riani

Domenico Perrotta

Andrea Cerioli

X function

<p>A data frame with 200 rows and 2 variables</p>

Format

Simulated data X. — X

Simulated data X.

X: Simulated data X.

Description

Usage

Arguments

Format