Main Content

Nonlinear Models

Nonlinear regression with multiple predictor variables

Classes

NonLinearModelNonlinear regression model class

Functions

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 model
partialDependenceCompute partial dependence
plotPartialDependenceCreate partial dependence plot (PDP) and individual conditional expectation (ICE) plots
statsetCreate statistics options structure
statgetAccess values in statistics options structure
nlinfitNonlinear regression
nlintoolInteractive nonlinear regression
nlparciNonlinear regression parameter confidence intervals
nlpredciNonlinear regression prediction confidence intervals

Examples and How To

Concepts

  • Nonlinear Regression

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