What was the actual case behind An American Tragedy?

An American Tragedy was a 1925 novel by Theodore Dreiser (1871-1945).

It was based on the murder of the pregnant Grace Brown by her boyfriend, social climber Chester Gillette, at Big Moose Lake in the Adirondacks in 1906.