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fsdaR
View on CRAN: Click
here
Download and install fsdaR package within the R console
Install from CRAN:
install.packages("fsdaR")
Install from Github:
library("remotes")
install_github("cran/fsdaR") Install by package version:
library("remotes")
install_version("fsdaR", "0.9-0") Attach the package and use:
library("fsdaR")
Maintained by
Valentin Todorov
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-12-12
Latest Update: 2023-12-06
Description:
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.
How to cite:
Valentin Todorov (2017). fsdaR: Robust Data Analysis Through Monitoring and Dynamic Visualization. R package version 0.9-0, https://cran.r-project.org/web/packages/fsdaR. Accessed 05 Jun. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for fsdaR
Functions, R codes and Examples using
the fsdaR R package
Some associated functions: FSR_control . FSReda_control . Income1 . Income2 . LXS_control . M5data . MMreg_control . MMregeda_control . Sreg_control . Sregeda_control . X . bank_data . carbikeplot . corfwdplot . covplot . diabetes . emilia2001 . fishery . flea . forbes . fsdalmsject . fsdaltsject . fsmedaject . fsmmmdrs . fsmmmdrsject . fsmult . fsmultject . fsrject . fsrbase . fsredaject . fsreg . fsrfan . fsrfanject . geyser2 . hawkins . hospital . levfwdplot . loyalty . malfwdplot . malindexplot . mdrplot . mmdplot . mmdrsplot . mmmult . mmmultject . mmmultedaject . mmregject . mmregedaject . multiple_regression . mussels . myrng . poison . psifun . regspmplot . resfwdplot . resindexplot . score . scoreject . smult . smultject . smultedaject . spmplot . sregject . sregedaject . summary.fsr . summary.lms . summary.lts . swissbanknotes . swissheads . tclustIC . tclustICplot . tclustICsol . tclustedaject . tclustfsda . tclustfsdaject . tclusticject . tclusticsolject . tclustreg . tclustregject . tclustregIC . wool . z1 .
Some associated R codes: FSR_control.R . Sreg_control.R . carbikeplot.R . corfwdplot.R . covplot.R . datadoc.R . fanplot.R . fsmmmdrs.R . fsmult-methods.R . fsmult.R . fsrbase.R . fsreg-methods.R . fsreg.R . fsrfan.R . getos.R . internal.R . levfwdplot.R . malfwdplot.R . malindexplot.R . mdrplot.R . mmdplot.R . mmdrsplot.R . mmmult.R . myrng.R . onLoad.R . psifun.R . regspmplot.R . resfwdplot.R . resindexplot.R . s3objectsdoc.R . saveas.R . score.R . smult.R . spmplot.R . tclust-methods.R . tclust.R . tclustIC.R . tclustICplot.R . tclustICsol.R . tclustreg.R . tclustregIC.R . zzz.R . Full fsdaR package functions and examples
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