You can bring up a list of completed tasks by clicking View Completed Tasks in the task pane. However, you can choose to display completed tasks for a certain period of time in the task pane before they are hidden.

Display or hide completed tasks

1. Click Settings in the calendar views area.
2. Under Completed Tasks, select your preferred setting for completed tasks using the drop-down list.