FSDA

version 8.5.12 (16.2 MB) by Marco Riani

Robust regression, robust multivariate analysis, robust classification and much more...

http://rosa.unipr.it

5.0

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4.5K Downloads

Updated 30 Nov 2021

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FSDA Toolbox contains more than 300 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 (2021). FSDA (https://www.mathworks.com/matlabcentral/fileexchange/72999-fsda), MATLAB Central File Exchange. Retrieved December 3, 2021.

MATLAB Release Compatibility

Created with R2021b

Compatible with R2015b and later releases

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Windows macOS Linux

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Toolbox Zip	30 Nov 2021	8.5.12	Improved documentation in the .html associated help files
Toolbox Zip	16 Nov 2021	8.5.11	Improved capabilities in ellipse.m. See http://rosa.unipr.it/FSDA/ellipse.html
Zip Toolbox	5 Oct 2021	8.5.10	Added version control inside function mdpattern to cope with previous versions of MATLAB
Toolbox Zip	4 Oct 2021	8.5.9	New function mdpattern which finds and plots missing data patterns. For more details see http://rosa.unipr.it/FSDA/mdpattern.html
Toolbox Zip	2 Sep 2021	8.5.8	New options inside LTSts and simulateTS that allow a customized definition of the autoregressive component
Toolbox Zip	26 Aug 2021	8.5.7	New function mcdeda which monitors the output of mcd for a sequence of values of breakdown point
Toolbox Zip	25 Aug 2021	8.5.6	New functions balloonplot (http://rosa.unipr.it/FSDA/balloonplot.html) and moonplot (http://rosa.unipr.it/FSDA/moonplot.html) and new datasets added
Toolbox Zip	10 Jun 2021	8.5.5	New cluster analysis datasets added
Toolbox Zip	29 Mar 2021	8.5.4	FSDA release 2021A fully tested
Zip Toolbox	18 Mar 2021	8.5.3	Added a series of GUIs to show the necessary calculations to obtain of a series of statistical indexes. For more information see for example: http://rosa.unipr.it/FSDA/GUIregress.html, http://rosa.unipr.it/FSDA/GUIconcentration.html ....
Toolbox Zip	2 Mar 2021	8.5.2	Added new function barVariableWidth which produces a bar plot with different widths and colors for each bar. For a preview see http://rosa.unipr.it/FSDA/barVariableWidth.html.
Zip Toolbox	1 Mar 2021	8.5.1	Added a series of routines for the estimation of integrated and instantaneous variance of a diffusion process via Fourier analysis [Mancino, Recchioni, Sanfelici, ``Fourier-Malliavin Volatility Estimation. Theory and Practice'', 2017, Springer NY
Toolbox Zip	1 Feb 2021	8.5.0	New routines for robust correspondence analysis added
Zip Toolbox	9 Dec 2020	8.4.5	Option commonslope added to tclustreg, tclustregeda and tclustregIC (see for example http://rosa.unipr.it/FSDA/tclustreg.html) . Fixed minor bugs.
Zip Toolbox	20 Nov 2020	8.4.4	New function biplotFS which calls biplotAPP to create the dynamic boxplot (for a preview of the help of this function see http://rosa.unipr.it/FSDA/biplotFS.html). Improvements in function pcaFS (see http://rosa.unipr.it/FSDA/pcaFS.html)
Toolbox Zip	16 Nov 2020	8.4.3	Added option tag in FSR.m in order to tag the plots which are produced. Now mdrplot.m, mmdplot.m, mdrrsplot.m and mmdrsplot.m have an additional output in order to show the list of brushed units for each brushing operation.
Toolbox Zip	9 Nov 2020	8.4.2	Improvements in functions CorAna and CorAnaplot. New dataset citiesItaly added
Zip Toolbox	29 Oct 2020	8.4.1	New function pcaFS and new app for dynamic biplot (prerelease version)
Zip Toolbox	18 Oct 2020	8.4.0	FSDA 2020b. See release_notes.html for the details of the new version
Zip Toolbox	17 Oct 2020	8.3.4	New function scatterboxplot which creates scatter diagram with marginal boxplots
Toolbox Zip	29 Sep 2020	8.3.3	resubmitted version due to connection problems
Zip Toolbox	29 Sep 2020	8.3.2	Corrected some typos in the documentation
Toolbox Zip	29 Sep 2020	8.3.1	New function waterfallchart.m to create waterfall charts (see https://en.wikipedia.org/wiki/Waterfall_chart). Function funnelplot.m renamed funnelchart.m
Zip Toolbox	22 Sep 2020	8.3.0	New function funnelplot to create funnel charts https://en.wikipedia.org/wiki/Funnel_chart
Toolbox Zip	26 Jun 2020	8.2.3	Improved javascripts for the HTML help files and minor changes
Toolbox Zip	19 Jun 2020	8.2.2	Corrected minor bug in function tclustregeda
Toolbox Zip	19 Jun 2020	8.2.1	Added new regression clustering datasets. More details in the release_notes.html file
Zip Toolbox	27 May 2020	8.2.0	Prerelease 2020b
Zip Toolbox	3 May 2020	8.1.1	Updated file readme.md
Toolbox Zip	2 May 2020	8.1.0	First release where installation file has been created programmatically.
Toolbox Zip	30 Apr 2020	8.0.3	Typo corrected
Toolbox Zip	30 Apr 2020	8.0.2	New upload due to connection problems
Toolbox Zip	30 Apr 2020	8.0.1	Corrected small bug in file docrootFS
Toolbox Zip	22 Apr 2020	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
Toolbox Zip	29 Feb 2020	7.5.1	Procedure for copying html help files made easier.
Toolbox Zip	21 Feb 2020	7.5.0	New functions for Power divergence, VIOM model and simulateLM.
Toolbox Zip	26 Nov 2019	7.4.1	Minor typos
Zip Toolbox	26 Nov 2019	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
Zip Toolbox	22 Nov 2019	7.3.5	Solved minor bug in function mcd
Toolbox Zip	14 Nov 2019	7.3.4	Logo updated
Zip Toolbox	14 Nov 2019	7.3.3	Logo updated
Zip Toolbox	14 Nov 2019	7.3.2	Logo updated
Toolbox Zip	14 Nov 2019	7.3.1	Logo updated
Zip Toolbox	14 Nov 2019	7.3	Apps images bug solved. Improved version of some html pages.
Zip Toolbox	4 Nov 2019	7.2.0	startup.m removed. Output of the examples of HTML files now available for downloading. More details in getting_started.mlx page.
Toolbox Zip	21 Oct 2019	7.1.3	HTML pointers files inside (FSDAroot)/helpfiles/pointersHTML regenerated. Corrected bug in function existFS.
Toolbox Zip	18 Oct 2019	7.1.2.3	License files updated
Zip Toolbox	18 Oct 2019	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.
Zip Toolbox	14 Oct 2019	7.1.2.1	Typo fixed
Zip Toolbox	14 Oct 2019	7.1.2	Deleted space in the installation folder
Zip Toolbox	14 Oct 2019	7.1.1	Improved file GettingStarted.mlx
Zip Toolbox	11 Oct 2019	7.1

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