After going to edit html page look for below code in your blog (it is at the top the template)
and add the below code just after the above one
and replace the 'ICON FILE URL' with the url of your icon file.(like http://howshealth.com/favicons/bt.ico)
That's it! Now you can see a beautiful favicon for your blog.