IBM SPSS. IBM SPSS has been a long-standing favorite among data professionals for running statistical analyses and multivariate statistical techniques like linear regression.

A linear regression model can be created in Excel to make the process simpler. ... "REGRESSION ANALYSIS | SPSS ANNOTATED OUTPUT." JMP Statistical Discovery, Statistics Knowledge Portal.

SPSS Base/Academic Edition provides capabilities that support the entire analytics process including data preparation, descriptive statistics, linear regression, visual graphing and reporting.