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describe and explain regression to someone with no financial background.

In your own words, please describe and explain regression to someone with no financial background. Why would we need to calculate regression? Please use one of the attached data tables to build the regression tables using the Data tab and Data Analysis ribbon or by using Excel formulas.
MUST attach a copy of an Excel Worksheet where they have calculated regression using Excel’s Data Analysis to get full credit for their initial post.