Multiple Linear Regression

Linear regression with multiple predictor variables


LinearModel Linear regression model class


fitlm Create linear regression model
stepwiselm Create linear regression model using stepwise regression
disp Display linear regression model
feval Evaluate linear regression model prediction
predict Predict response of linear regression model
random Simulate responses for linear regression model
plot Scatter plot or added variable plot of linear model
plotAdjustedResponse Adjusted response plot for linear regression model
dummyvar Create dummy variables
invpred Inverse prediction
plsregress Partial least-squares regression
x2fx Convert predictor matrix to design matrix
relieff Importance of attributes (predictors) using ReliefF algorithm
regress Multiple linear regression
robustdemo Interactive robust regression
robustfit Robust regression
rsmdemo Interactive response surface demonstration
rstool Interactive response surface modeling

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