Standard multiple linear regression on SPSS with assumption checks and write up (APA style)

Learn how to complete a standard multiple linear regression on SPSS with assumption checks and how to report the results in APA style. 0:00 What is multiple linear regression analysis? 0:46 Setting up the file 2:01 Running the analysis 2:59 Checking assumptions 7:25 Interpreting the regression results 9:07 Reporting the assumptions 12:14 Reporting the regression Regression equation: The B values can be used to predict the value of the dependent (outcome) variable. In this example, the B values were 0.616 (distance from campus) and 0.375 (distance from nearest train station). As well as the B values, we need to know the constant value, which is 0.070 in this case (see Coefficients table). If someone lived 5 miles from campus and 5 miles from their nearest train station, the model would predict that this person would be late to lectures about five times: (5 x 0.616) + (5 x 0.375) + 0.070 = 5.025.