You are beginning a job search because you have just completed your degree in Human Resource Management. You are open to moving somewhere in the United States that has the best pay for HR managers. You utilize one of the online employment portals and gather data from salaries for open HR manager positions. You will use the results of this analysis to decide if there is a substantial difference in the average salaries for HR managers in six regions in the US. If there is a difference, you want to know which region has the highest average salary for HR managers.

For this research question, you will work with the hrsalary.csv data set which is in your Posit Cloud Lab 6 workspace in the /data folder.

Question: What type of hypothesis test will this require? In which Lab 6 Rehearse was this type of hypothesis test explained?