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Open Excel and ensure your data is organized in columns with headers. The dependent variable (Y) should be in one column, and the independent variables (X) in adjacent columns.
Click on File > Options > Add-ins.
Under Manage, select Excel Add-ins and click Go.
Check the box for Analysis ToolPak and click OK to enable it.
Go to the Data tab and click on Data Analysis.
In the dialog box, select Regression and click OK.
For Input Y Range, select the column containing the dependent variable.
For Input X Range, select the columns containing the independent variables.
Check the Labels box if your data includes headers.
Under Output Options, choose where you want the regression results to appear (e.g., a new worksheet or a specific range).
Optionally, check additional boxes like Residuals or Line Fit Plots for further analysis.
Click OK to run the regression. The results, including coefficients, R-squared values, and p-values, will appear in the selected location.
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