Flexible Statistics and Data Analysis Toolbox

Analyze complex data using robust statistics estimators

Flexible Statistics and Data Analysis Toolbox; extends MATLAB and statistics toolbox to support a robust and efficient analysis of complex data sets affected by different sources of heterogeneity. The toolbox contains three categories of tools:

  1. Robust Regression Analysis routines (including transformations)
  2. Robust Multivariate Analysis routines (including transformations).
  3. Robust Cluster Analysis routines (regression and multivariate)

Code for any function inside the toolbox is open and extensible. Use the MATLAB Editor to review, copy, and edit M-file code for any function. Extend the toolbox by copying code to new M-files or by writing M-files that call toolbox functions.

Awards

Flexible Statistics and Data Analysis Toolbox was awarded by the participants of the MATLAB EXPO 2016 Italia.

Getting Started

Learn the basics of Flexible Statistics and Data Analysis Toolbox

Introduction to Robust Statistics

Introduction to the purposes of Robust Statistics

Technical Robust Introduction to Robust Statistics in regression

Introduction to rho and psi functions

Technical Robust Introduction to Robust Statistics in multivariate analysis

Introduction to rho and psi functions

Introduction to the forward search

Introduction to the forward search phylosophy of data analysis

Functions

Alphabetical and categorical list of functions present in the toolbox,

Datasets

List of datasets which have been used

Bibliography

Essential bibliography

Release notes

What's new in the different versions of FSDA

Examples

List of Examples apps and videos attached to the toolbox