Yes,
The home page is the node number 2.
You can do it through the admin interface by overriding the template for this node or by using this
[homepage]
Source=pagelayout.tpl
MatchFile=homepage.tpl
Subdir=templates
Match[node]=2 in your settings/siteaccess/<your design>/override.ini.append.php