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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install.packages("fsdaR")

0.4-6 by Valentin Todorov, 4 months ago


Browse source code at https://github.com/cran/fsdaR


Authors: Valentin Todorov [aut, cre] , Emmanuele Sordini [aut] , Aldo Corbellini [ctb] , Francesca Torti [ctb] , Marco Riani [ctb] , Domenico Perrotta [ctb] , Andrea Cerioli [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports rJava, methods, stats4, ggplot2, reshape2

Depends on rrcov

Suggests MASS

System requirements: (license-free) MATLAB Runtime (MCR) V 9.0


See at CRAN