I am pleased to announce Release 4.11 of the Real Statistics Resource Pack. The new release is now available for free download (Download Resource Pack) for Excel 2007, 2010, 2013 and 2016 (Windows version) environments. Also the Examples Workbook Parts 1 and 2 have been updated for compatibility with the new release.

I know that this new release comes only a few days after the previous release, but I wanted to make sure that you got the following new features:

**New Box Plots**

A new **Box Plot with Outliers** option has been added to the **Descriptive Statistics** data analysis tool. This tool displays outliers as small circles and restricts the whiskers on the plot to 1.5 times the IQR above and below the box in the chart.

**Revised QQ Plots**

The existing QQ Plot option of the **Descriptive Statistics** data analysis tool has been modified so that one QQ Plot is now generated for each column in the **Input Range**.

**Stepwise Regression**

This capability was supposed to be included in Rel 4.10, but was inadvertently excluded. It is now part of Rel 4.11 as an option to the **Linear Regression** data analysis tool.

Charles