In Missouri and Illinois, the best angle for solar panels is approximately 40 degrees off the horizontal because that is where we are in latitude on the plant – approximately 40 degrees above the equator.
This fact was driven home to us recently when we studied a project for an elementary school in Uganda. They are on the equator (0 degrees latitude). This makes their best angle for solar panels flat.