Download All

Code covered by the BSD License  

Highlights from
Fitting with MATLAB: Statistics, Optimization, and Curve Fitting

Be the first to rate this file! 54 Downloads (last 30 days) File Size: 12.72 KB File ID: #30869
image thumbnail

Fitting with MATLAB: Statistics, Optimization, and Curve Fitting

by Richard Willey

 

28 Mar 2011 (Updated 25 Apr 2011)

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

| Watch this File

File Information
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 (2010b)
Other requirements SimBiology is only required for the common slope problem
Tags for This File  
Everyone's Tags
Tags I've Applied
Add New Tags Please login to tag files.
Please login to add a comment or rating.
Updates
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.
Tag Activity for this File
Tag Applied By Date/Time
poisson regression Richard Willey 30 Mar 2011 10:20:55
logistic regression Richard Willey 30 Mar 2011 10:20:55
orthogonal regression Richard Willey 30 Mar 2011 10:20:55
total least squares Richard Willey 30 Mar 2011 10:20:55
deming regression Richard Willey 30 Mar 2011 10:20:55
feature selection Richard Willey 30 Mar 2011 10:20:55
common slope problem Richard Willey 30 Mar 2011 10:20:55
censoring Richard Willey 25 Apr 2011 13:18:21
clipping Richard Willey 25 Apr 2011 13:18:21
censored data Richard Willey 25 Apr 2011 13:18:21
outlier detection Richard Willey 25 Apr 2011 13:18:21
clipped data Richard Willey 25 Apr 2011 13:18:21
deming regression Monsef Yousef 16 May 2012 03:55:01

Contact us at files@mathworks.com