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Linear Regression Analysis using SPSS Statistics
  • Click Analyze > Regression > Linear... on the top menu, as shown below:

    Linear Regression Menu in SPSS Statistics

    Published with written permission from SPSS Statistics, IBM Corporation.

    You will be presented with the Linear Regression dialogue box:

    SPSS Statistics Linear Regression Dialogue Box

    Published with written permission from SPSS Statistics, IBM Corporation.

  • Transfer the independent variable, Income, into the Independent(s): box and the dependent variable, Price, into the Dependent:box. You can do this by either drag-and-dropping the variables or by using the appropriate SPSS Statistics Right Arrow Button buttons. You will end up with the following screen:

    SPSS Statistics Linear Regression Dialogue Box with Variables Transferred

    Published with written permission from SPSS Statistics, IBM Corporation.

  • You now need to check four of the assumptions discussed in the Assumptions section above: no significant outliers (assumption #3); independence of observations (assumption #4); homoscedasticity (assumption #5); and normal distribution of errors/residuals (assumptions #6). You can do this by using the  and  features, and then selecting the appropriate options within these two dialogue boxes. In our enhanced linear regression guide, we show you which options to select in order to test whether your data meets these four assumptions.

  • Click the  button. This will generate the results.

Category: Հոդվածներ | Added by: Vahik (2017-08-02)
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