What are the steps invovled in running a regression analysis

What are the steps invovled in running a regression analysis with survey data?

Solution

The following are stepss

1. Write out research questions in theoretical and operational terms

2 . Design the study or define the design

3.Choose the variables for answering research questions and determine their level of measurement

4.Write an analysis plan

5.Calculate sample size estimations

6.Collect, code, enter, and clean data

7.Create new variables

8.Run an initial model

9.  Refine predictors and check model fit

10. Test assumptions

11.Check for and resolve data issues

12. Interpret Results.

13. once we get the Regresssion model then test for adequacy using F test

14. Then perfrom Post hoc test.