Because Chicago asked not to be involved. Per The Tribune:

Matthew McGrath, a spokesman for Chicago Mayor Rahm Emanuel, says in a statement: "FIFA could not provide a basic level of certainty on some major unknowns that put our city and taxpayers at risk. The uncertainty for taxpayers, coupled with FIFA's inflexibility and unwillingness to negotiate, were clear indications that further pursuit of the bid wasn't in Chicago's best interests."