According to a well-known independent author, some independent authors are actually earning more money from e-books than those using traditional publishing channels. Those who self published, got a larger percentage of sales even though they did not sell as many books.
http://www.npr.org/blogs/money/2014/07/25/334484331/unknown-authors-make-a-living-self-publishing