What are the most important things to think about when choosing an advertising slogan that will help people to remember a new brand?

I am looking for some info like:
How many words should be in the slogan?
What people will remember and what not?
Should the brand logo come always with the slogan?

For example, “Nike” company has the “Just Do It” slogan.