I'd start by answering these questions:

Who is your blog for?

Will they value what you write if they don't know who you are? Will they need you to back up your words with experience?

Is it that you don't want to display your name at all, or don't want to build your blog around your name?

Do you have examples of successful blogs in your space that are run anonymously?