Survey research and design in psychology/Tutorials/Multiple linear regression

Tutorial - Multiple linear regression
Resource type: this resource contains a tutorial or tutorial notes.
This tutorial is about using multiple linear regression (MLR) in SPSS, and is based on practical data analysis exercises. MLR involves the use of multiple independent variables to explain a single dependent variable, based on linear relationships.


  1. General steps
  2. Assumptions
  3. Exercises:
    1. Deterrence theory
    2. English achievement
  4. MLR sample write-ups


  1. Virtual tutorial recording, 2018
  2. Screencasts

See alsoEdit

  1. Psychometrics (Previous tutorial)
  2. Lab report workshop (Next tutorial)
  3. Instructor notes
  4. Multiple linear regression I (Lecture)
  5. Multiple linear regression II (Lecture)
  6. Multiple linear regression (Notes)
  7. MLR quiz (Practice)