There are a number of theories about the real killer in The Blair Witch Project, but the most commonly accepted is that the Blair Witch lured Heather and Mike to the house and killed them.
While The Blair Witch Project's sequels totally discount the possibility that Mike and Josh killed Heather, a closer look at the original movie's details also proves that the pair are likely innocent.