This is something that came up as an issue during my How to Build a WordPress Theme project for Treehouse.
I found Chip Bennet had a pretty good explanation on his blog.
If You Don’t Know the Difference Between font-page.php and home.php Here’s What’ Up
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WordPress Educator Zac Gordon 