Yes, it is possible and all you need to do basically is to transfer your post database from Blogger to your own server. Another thing to do is to redirect all the permalinks on the Blogger blog which can be done by using a 301 redirect or by using a Wordpress plugin.
Yes that absolutely possible if you want more serious blogger than you must migrate to wordpress, becuase you could edit almost anything in your own hosted wordpress blog.