Stepwise Regression
Variable selection using stepwise regression
Apps
Regression Learner | Train regression models to predict data using supervised machine learning |
Classes
LinearModel |
Linear regression model |
Functions
stepwiselm |
Perform stepwise regression |
fitlm |
Fit linear regression model |
addTerms |
Add terms to linear regression model |
removeTerms |
Remove terms from linear regression model |
step |
Improve linear regression model by adding or removing terms |
stepwise |
Interactive stepwise regression |
stepwisefit |
Fit linear regression model using stepwise regression |
Topics
- Stepwise Regression
In stepwise regression, predictors are automatically added to or trimmed from a model.
- Linear Regression with Interaction Effects
Construct and analyze a linear regression model with interaction effects and interpret the results.
- 威尔金森符号
Wilkinson notation provides a way to describe regression and repeated measures models without specifying coefficient values.