WARNING: This page is about a different car, the 2006 Nissan Pathfinder. However, it is still accessible from the selected car via links, so may be relevant.
Remove back door window garnish.
Disconnect high-mounted stop lamp connector.
Remove nuts and remove high-mounted stop lamp.
Fig 1: Identifying High Mounted Stop Lamp Connector