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Fitting with MATLAB: Statistics, Optimization, and Curve Fitting

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Fitting with MATLAB: Statistics, Optimization, and Curve Fitting

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28 Mar 2011 (Updated )

Demo code and data for the "Fitting with MATLAB" webinar

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Description

Censoring / clipping example
Outlier detection example
Orthogonal regression example
GLM (Poisson regression / logistic regression) example
Robust regression example
Feature selection example
Common slope problem example

Required Products Curve Fitting Toolbox
Optimization Toolbox
SimBiology
Statistics Toolbox
MATLAB release MATLAB 7.11 (R2010b)
Other requirements SimBiology is only required for the common slope problem
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Comments and Ratings (2)
09 Dec 2013 Le Trong Quan

Thanks so much!

20 Dec 2012 farideh  
Updates
30 Mar 2011
25 Apr 2011

Added two new demos. The first shows how to generate a fit from a data set with censoring / clipping. The second shows and outlier detection routine using Cook's distance.

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