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description=FittedModel[...] represents the symbolic fitted model obtained from functions like LinearModelFit.;

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fittedmodel wolfram documentation wolfram products wolfram one the definitive wolfram language and notebook experience mathematica the original technical computing environment system modeler multidomain modeling and simulation of complex systems compute services use with mathematica and wolfram one ai access use with mathematica and wolfram one finance platform wolfram alpha notebook edition application server enterprise private cloud wolfram engine wolfram player wolfram cloud app wolfram player app more mobile apps wolfram alpha wolfram alpha website wolfram alpha apis ai products wolfram ai ecosystem wolfram foundation tool wolfram cloud mcp wolfram local mcp agent one api cag component apis core technologies of wolfram products wolfram language computable data wolfram notebooks linguistic understanding additional deployment options wolfram cloud wolfram web engine wolframscript wstpserver group organizational licensing all products consulting solutions we deliver solutions for the 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ideas blog news views and insights from wolfram resources for software developers tech support contact us support faqs support faqs contact us company about wolfram career center all sites resources connect follow contact us work with us student ambassador initiative wolfram for startups student opportunities jobs using wolfram language educational programs for adults summer school winter school educational programs for youth middle school camp high school research program computational adventures read stephen wolfram s writings wolfram blog wolfram tech books wolfram media complex systems educational resources wolfram mathworld wolfram in stem wolfram challenges wolfram problem generator wolfram initiatives wolfram science wolfram foundation history of mathematics project events stephen wolfram livestreams online in person events contact us connect follow for ais wolfram cloud your account your account user portal wolfram cloud search close navigation menu products wolfram one mathematica system modeler compute services use with mathematica and wolfram one ai access use with mathematica and wolfram one finance platform wolfram alpha notebook edition application server enterprise private cloud wolfram engine wolfram player wolfram cloud app wolfram player app more mobile apps wolfram alpha wolfram alpha website wolfram alpha apis ai products wolfram ai ecosystem wolfram foundation tool wolfram cloud mcp wolfram local mcp agent one api cag component apis core technologies wolfram language computable data wolfram notebooks linguistic understanding additional deployment options wolfram cloud wolfram web engine wolframscript wstpserver group organizational licensing all products consulting solutions wolfram consulting data science finance business artificial intelligence data science healthcare real estate engineering civil engineering automotive engineering sustainable energy science technology agtech biosciences environmental science food science quantum computation social and behavioral sciences more wolfram solutions technology for education research universities colleges teaching universities high schools resources for students education initiatives next gen edtech computer based math more solutions for education contact us learning support get started wolfram language introduction fast intro for programmers fast intro for math students wolfram language documentation grow your skills wolfram u courses in computing science life and more community learn solve problems and share ideas blog news views and insights from wolfram resources for software developers tech support contact us support faqs more learning highlighted core areas demonstrations youtube daily study groups wolfram schools and programs books support faqs contact us company about wolfram career center all sites resources connect follow contact us work with us student ambassador initiative wolfram for startups student opportunities jobs using wolfram language educational programs for adults summer school winter school educational programs for youth middle school camp high school research program computational adventures read stephen wolfram s writings wolfram blog wolfram tech books wolfram media complex systems educational resources wolfram mathworld wolfram in stem wolfram challenges wolfram problem generator wolfram initiatives wolfram science wolfram foundation history of mathematics project events stephen wolfram livestreams online in person events contact us connect follow for ais wolfram cloud your account user portal enable javascript to interact with content and submit forms on wolfram websites learn how wolfram language system documentation center close fittedmodel see also linearmodelfit nonlinearmodelfit generalizedlinearmodelfit probitmodelfit logitmodelfit interpolatingfunction related guides statistical model analysis scientific models tech notes statistical model analysis see also linearmodelfit nonlinearmodelfit generalizedlinearmodelfit probitmodelfit logitmodelfit interpolatingfunction related guides statistical model analysis scientific models tech notes statistical model analysis fittedmodel represents the symbolic fitted model obtained from functions like linearmodelfit details examples basic examples scope generalizations extensions see also tech notes related guides history cite this page built in symbol see also linearmodelfit nonlinearmodelfit generalizedlinearmodelfit probitmodelfit logitmodelfit interpolatingfunction related guides statistical model analysis scientific models tech notes statistical model analysis see also linearmodelfit nonlinearmodelfit generalizedlinearmodelfit probitmodelfit logitmodelfit interpolatingfunction related guides statistical model analysis scientific models tech notes statistical model analysis fittedmodel fittedmodel represents the symbolic fitted model obtained from functions like linearmodelfit details properties of a fitted model are obtained from fittedmodel property fittedmodel prop 1 prop 2 gives several properties fittedmodel x 1 gives the value of the best fit function at a particular point x 1 normal gives the expression for the best fit function in a fittedmodel fittedmodel objects are returned by fitting functions such as linearmodelfit nonlinearmodelfit and generalizedlinearmodelfit fittedmodel prop ann gives the annotation ann associated with the property prop possible properties available for a given type of fitted model are listed on the pages for functions such as linearmodelfit that generate the model examples open all close all basic examples 2 obtain a fittedmodel from a nonlinear fitting wolfram language code data 0 1 1 0 3 2 5 4 wolfram language code nlm nonlinearmodelfit data log a b x 2 a b x obtain the functional form from the fittedmodel object wolfram language code normal nlm evaluate the model at a point wolfram language code nlm 2 3 visualize the fitted function with the data wolfram language code show listplot data plot nlm x x 0 5 frame true extract information about the fitting wolfram language code nlm fitresiduals generate noisy data for the same model wolfram language code data table x log 2 3 x 2 randomreal 0 0 5 x randomreal 10 10 200 plot the data wolfram language code listlineplot sort data fit a model wolfram language code m nonlinearmodelfit data log a b x 2 a b x visually check the fit wolfram language code show listplot data plot m x x 10 10 visually examine the residuals wolfram language code listplot m fitresiduals scope 4 extract the short description for a property wolfram language code lm linearmodelfit range 10 x 2 x wolfram language code lm parametererrors description a longer description wolfram language code lm parametererrors longdescription obtain multiple properties at once wolfram language code lm linearmodelfit range 10 x 2 sin x x wolfram language code lm response predictedresponse plot the actual and predicted response values wolfram language code listplot obtain a fittedmodel object for a linear fit wolfram language code linearmodelfit table i randomreal i 1 i i 10 x 2 x for a nonlinear fit wolfram language code nonlinearmodelfit table i randomreal i 1 i i 10 exp a x a x for a generalized linear fit wolfram language code generalizedlinearmodelfit table i 1 randomreal i 1 i i 10 x x exponentialfamily gamma for a logit fit wolfram language code logitmodelfit table i randomreal i 1 i 10 i 10 x x for a probit fit wolfram language code probitmodelfit table i randomreal i 1 i 10 i 10 x x obtain a list of available properties for a linear model wolfram language code lm linearmodelfit range 10 x 2 x wolfram language code lm properties properties vary for different types of models wolfram language code nlm nonlinearmodelfit range 10 exp a x a x wolfram language code nlm properties length wolfram language code glm generalizedlinearmodelfit range 10 x 2 x wolfram language code glm properties length generalizations extensions 1 perform other mathematical operations on the functional form of a fitted model wolfram language code nlm nonlinearmodelfit exp range 10 randomreal 1 10 exp a b x a b x integrate symbolically and numerically wolfram language code integrate nlm x x wolfram language code nintegrate nlm x x 1 5 find a predictor value that gives a particular value for the model wolfram language code findroot nlm x 10 x 1 see also linearmodelfit nonlinearmodelfit generalizedlinearmodelfit probitmodelfit logitmodelfit interpolatingfunction function repository fittedmodelplot tech notes statistical model analysis related guides statistical model analysis scientific models history introduced in 2008 7 0 cite this as wolfram research 2008 fittedmodel wolfram language function https reference wolfram com language ref fittedmodel html text wolfram research 2008 fittedmodel wolfram language function https reference wolfram com language ref fittedmodel html cms wolfram language 2008 fittedmodel wolfram language system documentation center wolfram research https reference wolfram com language ref fittedmodel html apa wolfram language 2008 fittedmodel wolfram language system documentation center retrieved from https reference wolfram com language ref fittedmodel html bibtex misc reference wolfram_2026_fittedmodel author wolfram research title fittedmodel year 2008 howpublished url https reference wolfram com language ref fittedmodel html note accessed 20 october 2026 biblatex online reference wolfram_2026_fittedmodel organization wolfram research title fittedmodel year 2008 url https reference wolfram com language ref fittedmodel html note accessed 20 october 2026 give feedback top introduction for programmers introductory book wolfram function repository wolfram data repository wolfram data drop wolfram language products top products wolfram one mathematica ai access compute services system modeler wolfram alpha notebook edition wolfram alpha pro mobile apps wolfram engine wolfram player volume site 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