Children's book series?

When I was in elementary school i read a book in a series were some kids find a time machine in the grandparents garage or something and go back in time to before President Lincoln was assassinated. They meet with him and they try to save his life but are unsuccessful. I've been looking for it because I thought it was good, but I don't remember it. I also know it wasn't Magic Tree House. Please help.