How to remove sidebar from Home static page?

You can hide it by using CSS, or you can just make a child theme and update the theme files.

Have a look at the styles.css, at the top in the comment section, you’ll find some instruction on how to make a child theme.
Here are more instructions – http://codex.wordpress.org/Child_Themes