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FSDA

version 8.2.3 (15.8 MB) by Marco Riani
Robust regression, robust multivariate analysis, robust classification and much more...

155 Downloads

Updated 26 Jun 2020

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FSDA Toolbox contains more than 200 routines to assess and understand data affected by multiple outliers. FSDA routines cover, multiple regression, multivariate data analysis, classification and transformations. FSDA also includes interactive tools for analyzing and modeling data, learning and teaching statistics. Every .m function has its corresponding HTML page in Mathworks style (which is generated automatically). The documentation system is perfectly integrated into the Mathworks framework.

Cite As

Marco Riani (2020). FSDA (https://www.mathworks.com/matlabcentral/fileexchange/72999-fsda), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (18)

Good idea to add use-cases. Thanks Mohammed. This will require some time, but in the meantime you can find an important usecase at this link: https://ec.europa.eu/jrc/en/publication/robust-estimation-monthly-prices-goods-traded-european-union. Everything you see there is based on FSDA functions.

Marco Riani

For a short intro please see the related GitHub web site
https://uniprjrc.github.io/FSDA/
or the video https://www.youtube.com/watch?v=VyPyoecUdQU

Wonderful! Please add a short into/usecase pdf

I like FSDA!

Great stuff!

Gian23

Updates

8.2.3

Improved javascripts for the HTML help files and minor changes

8.2.2

Corrected minor bug in function tclustregeda

8.2.1

Added new regression clustering datasets. More details in the release_notes.html file

8.2.0

Prerelease 2020b

8.1.1

Updated file readme.md

8.1.0

First release where installation file has been created programmatically.

8.0.3

Typo corrected

8.0.2

New upload due to connection problems

8.0.1

Corrected small bug in file docrootFS

8.0.0

See https://github.com/UniprJRC/FSDA/blob/master/helpfiles/FSDA/release_notes.html for the details or file release_notes.html inside the toolbox

7.5.1

Procedure for copying html help files made easier.

7.5.0

New functions for Power divergence, VIOM model and simulateLM.

7.4.1

Minor typos

7.4

Function LTStsVarSel.m now extends variable selection to AR components. File simulateTS.m does not need anymore the Econometrics toolbox.
New file installHelpFiles.m which automatically enables to copy FSDA html help files into MATLAB docroot

7.3.5

Solved minor bug in function mcd

7.3.4

Logo updated

7.3.3

Logo updated

7.3.2

Logo updated

7.3.1

Logo updated

7.3

Apps images bug solved. Improved version of some html pages.

7.2.0

startup.m removed. Output of the examples of HTML files now available for downloading. More details in getting_started.mlx page.

7.1.3

HTML pointers files inside (FSDAroot)/helpfiles/pointersHTML regenerated.
Corrected bug in function existFS.

7.1.2.3

License files updated

7.1.2.2

Function rescale renamed rescaledFS because in conflict with function rescale of MATLAB. FSDA dataset hospital renamed hospitalFS because it shadowed MATLAB dataset hospital. Thank you for the suggestions.

7.1.2.1

Typo fixed

7.1.2

Deleted space in the installation folder

7.1.1

Improved file GettingStarted.mlx

MATLAB Release Compatibility
Created with R2020a
Compatible with any release
Platform Compatibility
Windows macOS Linux

clustering

combinatorial

examples

graphics

multivariate

regression

utilities

utilities/privateFS

utilities_help

utilities_stat