fsdaR

Robust Data Analysis Through Monitoring and Dynamic Visualization

Provides interface to the 'MATLAB' toolbox 'Flexible Statistical Data Analysis (FSDA)' which is a 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)). The distinctive feature of our regression package relies in the possibility of monitoring the statistics of interest as 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.

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Description file content

Package
fsdaR
Date
2018-12-04
Title
Robust Data Analysis Through Monitoring and Dynamic Visualization
Version
0.4-4
Description
Provides interface to the 'MATLAB' toolbox 'Flexible Statistical Data Analysis (FSDA)' which is a 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)). The distinctive feature of our regression package relies in the possibility of monitoring the statistics of interest as 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.
Depends
rrcov
Imports
rJava, methods, stats4, ggplot2, reshape2
Suggests
MASS
SystemRequirements
(license-free) MATLAB Runtime (MCR) V 9.0
LazyLoad
yes
LazyData
yes
License
GPL (>= 2)
Packaged
2018-12-05 22:42:01 UTC; Share
Author
Valentin Todorov [aut, cre], Emmanuele Sordini [aut], Aldo Corbellini [ctb], Francesca Torti [ctb], Marco Riani [ctb], Domenico Perrotta [ctb], Andrea Cerioli [ctb]
Maintainer
Valentin Todorov
NeedsCompilation
no
Repository
CRAN
RoxygenNote
6.1.0
Date/Publication
2018-12-05 23:10:03 UTC

install.packages('fsdaR')

0.4-4

4 days ago

Valentin Todorov

GPL (>= 2)

Depends on

rrcov

Imports

rJava, methods, stats4, ggplot2, reshape2

Suggests

MASS

Discussions