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2/10

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3/10

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4/10

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5/10

Medica$ 2mage (rocessing with MATLAB

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6/10

2n this we!inar, 6ou wi$$ $earn app$ied cure 1itting using Math;or"s products> Math;or"s

engineers wi$$ present a series o1 techni&ues 1or so$ing rea$ wor$d cha$$enges>

#8amp$e demonstrations inc$ude:

? Constrained regression

? (redictie mode$ing with $arge num!ers o1 independent aria!$es

? A$ternaties to Ordinar6 Least S&uares

@e6 ana$6tic techni&ues inc$ude:

? Feature se$ection

? Cross a$idation

? (rincipa$ component ana$6sis

? Optimization

? (artia$ Least S&uares %egression

View MATLAB Code

About the Presenter: %ichard ;i$$e6 is a product mar"eting manager at Math;or"s where

he 1ocuses on MATLAB and add=on products 1or data ana$6sis, Statistics, and Cure

Fitting> (rior to oining Math;or"s in +557, %ichard wor"ed at ;ind %ier S6stems and

S6mantec> %ichard has dua$ masters in #ngineering and Management 1rom theMassachusetts 2nstitute o1 Techno$og6 and a masters degree in #conomics 1rom 2ndiana

.niersit6>

Product Focus

• Cure Fitting Too$!o8

• #conometrics Too$!o8

• MATLAB

•

9eura$ 9etwor" Too$!o8• Optimization Too$!o8

• Statistics Too$!o8

Recorded: +/ Mar +500

Related Resources or Curve Fitting Toolbox

http://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab-statistics-optimization-and-curve-fittinghttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab-statistics-optimization-and-curve-fitting


7/10

!ownload "i#

Code coered !6 the BS License

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Fitting with MATLAB: &tatistics' (#ti%i)ation' and Curve Fitting

• ea$Tumor;eightt , pD

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• Censoredata>mea$ing with Censored E C$ipped ata

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2.5

2.5 | 2 ratingsRate this fle31 Downloads (last 30 days)File Size: 12. !"File #D: $30%&'

Fitting with MATLAB: Statistics, Optimization, and Cure Fitting

by Richard Willey

28 Mar 2011 (Updated 25 Apr 2011)

Demo code and data for the "ittin! ith MA#$A%" ebinar

& Watch thi' ile

File Information

Description

en'orin! clippin! e*ample +,tlier detection e*ample

http://www.mathworks.com/matlabcentral/fileexchange/submissions/30869/v/7/download/ziphttp://www.mathworks.com/matlabcentral/fileexchange/view_license?file_info_id=30869http://www.mathworks.com/matlabcentral/fileexchange/view_license?file_info_id=30869http://www.mathworks.com/matlabcentral/fileexchange/view_license?file_info_id=30869http://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fittinghttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/evalTumorWeight.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/objFcn.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/CensoredData.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Detect_Outliers.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Feature_Selection_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/GLM_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Outlier_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Total_Least_Squares_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/analysis.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Fitting_with_MATLAB_1_.ziphttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#feedbackhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#feedbackhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#feedbackhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#commentshttp://www.mathworks.com/matlabcentral/profile/authors/1297714-richard-willeyhttp://www.mathworks.com/matlabcentral/fileexchange/watchlists/new?type=file&uri=%2Fmatlabcentral%2Ffileexchange%2F30869-fitting-with-matlab--statistics--optimization--and-curve-fitting&watching=30869http://www.mathworks.com/matlabcentral/fileexchange/watchlists/new?type=file&uri=%2Fmatlabcentral%2Ffileexchange%2F30869-fitting-with-matlab--statistics--optimization--and-curve-fitting&watching=30869http://www.mathworks.com/matlabcentral/fileexchange/submissions/30869/v/7/download/ziphttp://www.mathworks.com/matlabcentral/fileexchange/view_license?file_info_id=30869http://www.mathworks.com/matlabcentral/fileexchange/help_license#bsdhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fittinghttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/evalTumorWeight.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/objFcn.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/CensoredData.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Detect_Outliers.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Feature_Selection_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/GLM_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Outlier_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Total_Least_Squares_Demo.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/analysis.mhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting/content/Fitting_with_MATLAB_1_.ziphttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#feedbackhttp://www.mathworks.com/matlabcentral/fileexchange/30869-fitting-with-matlab--statistics--optimization--and-curve-fitting#commentshttp://www.mathworks.com/matlabcentral/profile/authors/1297714-richard-willeyhttp://www.mathworks.com/matlabcentral/fileexchange/watchlists/new?type=file&uri=%2Fmatlabcentral%2Ffileexchange%2F30869-fitting-with-matlab--statistics--optimization--and-curve-fitting&watching=30869


8/10

+rtho!onal re!re''ion e*ample

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ommon 'lope problem e*ample

Required

Products

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Si"iology

Statistis +ool,o-

MATLAB release +4" .11 (R2010,)

Other

requirements

Si"iology is only reired 6or the oon slo/e /ro,le

Tags for This File 7lease login to tag fles.

ensored data

ensoring

li//ed data

li//ing

oon slo/e /ro,le

deing regression

6eatre seletion

logisti regression

orthogonal regression

otlier detetion

/oisson regression

total least sares

http://www.mathworks.com/products/curvefitting/http://www.mathworks.com/products/optimization/http://www.mathworks.com/products/simbiology/http://www.mathworks.com/products/statistics/http://www.mathworks.com/matlabcentral/fileexchange/help_tagshttps://www.mathworks.com/accesslogin/index_fe.do?uri=http%3A%2F%2Fwww.mathworks.com%2Fmatlabcentral%2Ffileexchange%2F30869-fitting-with-matlab--statistics--optimization--and-curve-fittinghttp://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22censored+data%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22censoring%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22clipped+data%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22clipping%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22common+slope+problem%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22deming+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22feature+selection%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22logistic+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22orthogonal+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22outlier+detection%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22poisson+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22total+least+squares%22http://www.mathworks.com/products/curvefitting/http://www.mathworks.com/products/optimization/http://www.mathworks.com/products/simbiology/http://www.mathworks.com/products/statistics/http://www.mathworks.com/matlabcentral/fileexchange/help_tagshttps://www.mathworks.com/accesslogin/index_fe.do?uri=http%3A%2F%2Fwww.mathworks.com%2Fmatlabcentral%2Ffileexchange%2F30869-fitting-with-matlab--statistics--optimization--and-curve-fittinghttp://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22censored+data%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22censoring%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22clipped+data%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22clipping%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22common+slope+problem%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22deming+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22feature+selection%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22logistic+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22orthogonal+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22outlier+detection%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22poisson+regression%22http://www.mathworks.com/matlabcentral/fileexchange/?term=tag%3A%22total+least+squares%22


9/10

25 /r 2011

Added to ne demo'/ #he fir't 'ho' ho to !enerate a fit from a data 'et ith cen'orin! clippin!/ #he 'econd 'ho' and o,tli

detection ro,tine ,'in! oo' di'tance/

Contact us

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