The title of this episode is a nod to the hit book of the same name. The book was written by Shepherd Mead and later made into a musical and movie.
Mark threatens Tyler by saying, "it's going to be Home Alone 2: Lost in Oakland!" He's referencing the hit movie Home Alone 2: Lost in New York where the main character ends up alone in a big city, chased by thieves.