I think the question that should be asked is why you would NOT want people to know who you are and I suggest there are few acceptable reasons that are not mischievous or malevolent, although I defer to Mossdog.
I had quite a lot of interesting PM exchanges with Oracle including on why he chose to keep his identity secret, although he said that I did actually know who he was and we had met!
Nevertheless, he had to go.