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非线性模型

具有多个预测变量的非线性回归

NonLinearModelNonlinear regression model class

函数

fitnlmFit nonlinear regression model
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 模型
partialDependenceCompute partial dependence
plotPartialDependenceCreate partial dependence plot (PDP) and individual conditional expectation (ICE) plots
statsetCreate statistics options structure
statgetAccess values in statistics options structure
nlinfit非线性回归
nlintoolInteractive nonlinear regression
nlparciNonlinear regression parameter confidence intervals
nlpredciNonlinear regression prediction confidence intervals

示例和操作指南

概念

  • Nonlinear Regression

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