Keep This Link Private – Question

Under Manage>Link>Edit Link, there is an option to Keep this link private. If this is checked, am I still providing “link juice” to the linked site? Is this a site-wide link? I don’t want to have too many links showing on my sidebar, but would still like to have my friend’s sites linked.

Thanks.