Multiple linear regression/Types
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There are several types of MLR, including:
Type | Characteristics |
---|---|
Direct (or Standard) |
|
Hierarchical |
|
Forward |
|
Backward |
|
Stepwise |
|
Forward, Backward, and stepwise regression hands the decision-making power over to the computer which should be discouraged for theory-based research.
For more information, see Multiple linear regression I (Lecture)