In this guide, I will show you how to calculate the lower and upper confidence intervals (CIs) of the mean in Microsoft Excel.
Unfortunately, there isn’t a standard formula for calculating the upper and lower CIs in Excel; however, there is a way you can calculate these by using the Analysis ToolPak add-in.
How to calculate CIs in Excel
Activate the Analysis ToolPak and Solver Add-ins
Firstly, for this method to work, you need to ensure the Analysis ToolPak add-
To check this, in Excel go to ‘File>Options‘ and select the ‘Add-ins‘ option in the menu.
At the bottom next to ‘Manage‘, select ‘Excel Add-ins‘ from the dropdown menu and click the ‘Go‘ button.
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In the new window, ensure that both the ‘Analysis ToolPak‘ and ‘Solver Add-in‘ options are selected and click the ‘OK‘ button.
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Now you should have everything you need to go ahead and calculate the 95% CI in Excel.
Calculating the CI in Excel
To calculate the CI in Excel, go to the ‘Data‘ tab at the top and select the ‘Data Analysis‘ option in the ribbon.
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There are a few different analyses that can be performed with this add-in, but the one we want for this tutorial is the ‘descriptive statistics‘ option. Select this, and click the ‘OK’ button.
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Now you need to fill in the required input and output options. I have explained these options in more detail below.
Input
- Input Range – Use this to select the cells that contain the data you want to calculate the descriptive statistics for.
- Grouped By – Select ‘columns’ if
you data is enteredverically or ‘rows’ if it is horizontal. Additionally, the ‘labels infirst row’ should be selected in the first row in your data contains a header.
Output
- Output Range – Select the cells that you want the results to be entered.
- New Worksheet Ply – Or, the results can be entered into a new worksheet in the same document (recommended).
- New Workbook – Or, the results can be entered into a new document.
- Summary statistics – This will return a lot of statistics about the data, such as the mean and standard deviation. I recommend selecting this.
- Confidence Level for Mean – Select this option and specify the desired confidence level (usually 95%).
- Kth Largest – This will report the Kth largest value in the data set. K is a number you can specify.
- Kth Smallest – This will report the Kth smallest value in the data set.
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The output for the descriptive statistics
The results of the descriptive statistics should be entered into a new worksheet in the document. Below is a screenshot for the results in the example.
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In this example, I asked for the 95% CIs.
Notice that the 95% CI result is only one value; Excel does not return the lower and upper 95% CIs of the mean.
Calculating the lower and upper CIs of the mean
To calculate the lower and upper CIs (95% in this case) of the mean, simply subtract or add the ‘confidence level‘ value from the mean.
So to calculate the lower 95% CI, click on an empy cell and enter the formula below.
=Mean-Confidence Level(95.0%)
- Replace ‘mean‘ with the cell containing the mean value.
- Replace ‘confidence Level(95.0%)‘ with the cell containing the 95% CI value.
By using the data in the example, the formula entered would be ‘=B3-B16‘.
To calculate the upper 95% CI, repeat the same process but this time add the values together.
Conclusion
In this guide, I have explained how you can calculate the lower and upper CIs of the mean by using Excel.
Microsoft Excel version used: 365 ProPlus