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비선형 모델

다중 예측 변수를 사용하는 비선형 회귀

클래스

NonLinearModelNonlinear regression model class

함수

fitnlm비선형 회귀 모델 피팅
dispDisplay nonlinear regression model
fevalEvaluate nonlinear regression model prediction
predictPredict response of nonlinear regression model
randomSimulate responses for nonlinear regression model
dummyvarCreate dummy variables
hougenHougen-Watson 모델
partialDependenceCompute partial dependence
plotPartialDependenceCreate partial dependence plot (PDP) and individual conditional expectation (ICE) plots
statsetCreate statistics options structure
statgetAccess values in statistics options structure
nlinfit비선형 회귀
nlintoolInteractive nonlinear regression
nlparciNonlinear regression parameter confidence intervals
nlpredciNonlinear regression prediction confidence intervals

예제 및 방법

개념

  • Nonlinear Regression

    Parametric nonlinear models represent the relationship between a continuous response variable and one or more continuous predictor variables.