I am running WordPress 3.3.2 self-hosted. I used to see the option "I would like my site to be private, visible only to users I choose" under Privacy Settings but I no longer see this option. Instead, now I only see the options to make the blog visible or not visible to search engines, but no way to make it private.
I have already tried deactivating all plugins and setting to a basic theme (Twenty Eleven 1.3) to see if my plugins or theme were causing a problem, but still do not see the old option.
Any tips much appreciated!