To build a list of favorite reports, go to the Reports menu and select the report you would like to add to your Favorites list and click the 'Add to Favorites' checkbox:
You will now see that report included in the 'Favorite Reports' dropdown menu.
To remove a report from your Favorites, select the report in the 'Choose a Report' menu and uncheck the 'Add to Favorites' checkbox.