FSDA toolbox

http://www.riani.it/MATLAB

First submitted by Francesca Perino on 14 Apr 2010

Updated by Francesca Perino on 2 Dec 2011

Toolbox for robust statistics, covering multivariate and regression analyses

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Date	Contributor	Description	Rating
2 Dec 2011	Francesca Perino	FSDA (Forward Search for Data Analysis) extends MATLAB and the Statistics Toolbox for the robust analysis of data sets affected by different sources of heterogeneity. It includes the main traditional robust multivariate and regression techniques (LMS, LTS, MCD, MVE, MM and S estimation) and the Forward Search approach. Tools are available for robust data transformation and robust model selection. The exploratory plots produced by the statistical functions are enriched with flexible dynamic interaction options, based on brushing, linking, annotation and filtering paradigms. The documentation is extensive and fully integrated in the classical documentation system and style of MATLAB. Documentation pages include code fragments with examples taken from the robust statistics literature. The corresponding datasets (about 50, currently) are available in textual (.txt) and binary (.mat) formats. Code for any function is open and extensible. Alternative download link: http://fsda.jrc.ec.europa.eu

2 Dec 2011

Francesca Perino

FSDA (Forward Search for Data Analysis) extends MATLAB and the Statistics Toolbox for the robust analysis of data sets affected by different sources of heterogeneity. It includes the main traditional robust multivariate and regression techniques (LMS, LTS, MCD, MVE, MM and S estimation) and the Forward Search approach. Tools are available for robust data transformation and robust model selection. The exploratory plots produced by the statistical functions are enriched with flexible dynamic interaction options, based on brushing, linking, annotation and filtering paradigms. The documentation is extensive and fully integrated in the classical documentation system and style of MATLAB. Documentation pages include code fragments with examples taken from the robust statistics literature. The corresponding datasets (about 50, currently) are available in textual (.txt) and binary (.mat) formats. Code for any function is open and extensible.

Alternative download link:

http://fsda.jrc.ec.europa.eu

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Tag Activity

Tag	Applied By	Date/Time
language english	MathWorks Classroom Resources Team	5 Dec 2011 at 10:12am
statistics	MathWorks Classroom Resources Team	5 Dec 2011 at 10:10am
statistics and data analysis	MathWorks Classroom Resources Team	5 Dec 2011 at 10:10am
country it	MathWorks Classroom Resources Team	5 Dec 2011 at 10:10am
downloadable code	MathWorks Classroom Resources Team	5 Dec 2011 at 10:09am
academic	MathWorks Classroom Resources Team	5 Dec 2011 at 10:09am
robust statistics	Francesca Perino	29 Nov 2011 at 11:01am
academic	Francesca Perino	14 Apr 2010 at 1:26pm
language english	Francesca Perino	14 Apr 2010 at 1:26pm
tutorial	Francesca Perino	14 Apr 2010 at 1:26pm
downloadable code	Francesca Perino	14 Apr 2010 at 1:26pm
statistics	Francesca Perino	14 Apr 2010 at 1:26pm
computer science	Francesca Perino	14 Apr 2010 at 1:26pm
statistics and data analysis	Francesca Perino	14 Apr 2010 at 1:26pm
computational methods	Francesca Perino	14 Apr 2010 at 1:26pm