On April 13, 2014, Miller was arrested following the Overland Park Jewish Community Center shooting in Overland Park, Kansas. Johnson County prosecutors charged him with one count of capital murder and one count of first-degree murder. On October 17, 2014, the separate charge for first-degree murder was dismissed and all three deaths were included in a single capital murder count.